---
references:
- id: Allen-ZhuOptimal2016
  author:
    - family: Allen-Zhu
      given: Zeyuan
    - family: Hazan
      given: Elad
  citation-key: Allen-ZhuOptimal2016
  container-title: Advances in Neural Information Processing Systems 29
  editor:
    - family: Lee
      given: D. D.
    - family: Sugiyama
      given: M.
    - family: Luxburg
      given: U. V.
    - family: Guyon
      given: I.
    - family: Garnett
      given: R.
  issued:
    - year: 2016
  page: 1606–1614
  publisher: Curran Associates, Inc.
  title: Optimal Black-Box Reductions Between Optimization Objectives
  type: paper-conference
  URL: >-
    http://papers.nips.cc/paper/6364-optimal-black-box-reductions-between-optimization-objectives.pdf

- id: BaUsing2016
  author:
    - family: Ba
      given: Jimmy
    - family: Hinton
      given: Geoffrey E
    - family: Mnih
      given: Volodymyr
    - family: Leibo
      given: Joel Z
    - family: Ionescu
      given: Catalin
  citation-key: BaUsing2016
  container-title: Advances in Neural Information Processing Systems 29
  editor:
    - family: Lee
      given: D. D.
    - family: Sugiyama
      given: M.
    - family: Luxburg
      given: U. V.
    - family: Guyon
      given: I.
    - family: Garnett
      given: R.
  issued:
    - year: 2016
  page: 4331–4339
  publisher: Curran Associates, Inc.
  title: Using Fast Weights to Attend to the Recent Past
  type: paper-conference
  URL: >-
    http://papers.nips.cc/paper/6057-using-fast-weights-to-attend-to-the-recent-past.pdf

- id: BhojanapalliGlobal2016
  author:
    - family: Bhojanapalli
      given: Srinadh
    - family: Neyshabur
      given: Behnam
    - family: Srebro
      given: Nati
  citation-key: BhojanapalliGlobal2016
  container-title: Advances in Neural Information Processing Systems 29
  editor:
    - family: Lee
      given: D. D.
    - family: Sugiyama
      given: M.
    - family: Luxburg
      given: U. V.
    - family: Guyon
      given: I.
    - family: Garnett
      given: R.
  issued:
    - year: 2016
  page: 3873–3881
  publisher: Curran Associates, Inc.
  title: Global Optimality of Local Search for Low Rank Matrix Recovery
  type: paper-conference
  URL: >-
    http://papers.nips.cc/paper/6271-global-optimality-of-local-search-for-low-rank-matrix-recovery.pdf

- id: ChalkRelevant2016
  author:
    - family: Chalk
      given: Matthew
    - family: Marre
      given: Olivier
    - family: Tkacik
      given: Gasper
  citation-key: ChalkRelevant2016
  container-title: Advances in Neural Information Processing Systems 29
  editor:
    - family: Lee
      given: D. D.
    - family: Sugiyama
      given: M.
    - family: Luxburg
      given: U. V.
    - family: Guyon
      given: I.
    - family: Garnett
      given: R.
  issued:
    - year: 2016
  page: 1957–1965
  publisher: Curran Associates, Inc.
  title: Relevant sparse codes with variational information bottleneck
  type: paper-conference
  URL: >-
    http://papers.nips.cc/paper/6101-relevant-sparse-codes-with-variational-information-bottleneck.pdf

- id: ChenInfoGAN2016
  author:
    - family: Chen
      given: Xi
    - family: Duan
      given: Yan
    - family: Houthooft
      given: Rein
    - family: Schulman
      given: John
    - family: Sutskever
      given: Ilya
    - family: Abbeel
      given: Pieter
  citation-key: ChenInfoGAN2016
  container-title: Advances in Neural Information Processing Systems 29
  editor:
    - family: Lee
      given: D. D.
    - family: Sugiyama
      given: M.
    - family: Luxburg
      given: U. V.
    - family: Guyon
      given: I.
    - family: Garnett
      given: R.
    - family: Garnett
      given: R.
  issued:
    - year: 2016
  page: 2172–2180
  publisher: Curran Associates, Inc.
  title: >-
    InfoGAN: Interpretable Representation Learning by Information Maximizing
    Generative Adversarial Nets
  type: paper-conference
  URL: >-
    http://papers.nips.cc/paper/6399-infogan-interpretable-representation-learning-by-information-maximizing-generative-adversarial-nets.pdf

- id: ChoyUniversal2016
  author:
    - family: Choy
      given: Christopher B
    - family: Gwak
      given: JunYoung
    - family: Savarese
      given: Silvio
    - family: Chandraker
      given: Manmohan
  citation-key: ChoyUniversal2016
  container-title: Advances in Neural Information Processing Systems 29
  editor:
    - family: Lee
      given: D. D.
    - family: Sugiyama
      given: M.
    - family: Luxburg
      given: U. V.
    - family: Guyon
      given: I.
    - family: Garnett
      given: R.
  issued:
    - year: 2016
  page: 2406–2414
  publisher: Curran Associates, Inc.
  title: Universal Correspondence Network
  type: paper-conference
  URL: http://papers.nips.cc/paper/6487-universal-correspondence-network.pdf

- id: DavidSupervised2016
  author:
    - family: David
      given: Ofir
    - family: Moran
      given: Shay
    - family: Yehudayoff
      given: Amir
  citation-key: DavidSupervised2016
  container-title: Advances in Neural Information Processing Systems 29
  editor:
    - family: Lee
      given: D. D.
    - family: Sugiyama
      given: M.
    - family: Luxburg
      given: U. V.
    - family: Guyon
      given: I.
    - family: Garnett
      given: R.
  issued:
    - year: 2016
  page: 2784–2792
  publisher: Curran Associates, Inc.
  title: Supervised learning through the lens of compression
  type: paper-conference
  URL: >-
    http://papers.nips.cc/paper/6490-supervised-learning-through-the-lens-of-compression.pdf

- id: DinhDensity2016
  accessed:
    - year: 2020
      month: 5
      day: 9
  author:
    - family: Dinh
      given: Laurent
    - family: Sohl-Dickstein
      given: Jascha
    - family: Bengio
      given: Samy
  citation-key: DinhDensity2016
  container-title: Advances In Neural Information Processing Systems
  issued:
    - year: 2016
      month: 8
      day: 17
  title: Density estimation using Real NVP
  type: paper-conference
  URL: https://openreview.net/forum?id=SyPNSAW5

- id: DumoulinLearned2016
  author:
    - family: Dumoulin
      given: Vincent
    - family: Shlens
      given: Jonathon
    - family: Kudlur
      given: Manjunath
  citation-key: DumoulinLearned2016
  container-title: arXiv:1610.07629 [cs]
  issued:
    - year: 2016
      month: 10
      day: 24
  title: A Learned Representation For Artistic Style
  type: article-journal
  URL: http://arxiv.org/abs/1610.07629

- id: EllisSampling2016
  author:
    - family: Ellis
      given: Kevin
    - family: Solar-Lezama
      given: Armando
    - family: Tenenbaum
      given: Josh
  citation-key: EllisSampling2016
  container-title: Advances in Neural Information Processing Systems 29
  editor:
    - family: Lee
      given: D. D.
    - family: Sugiyama
      given: M.
    - family: Luxburg
      given: U. V.
    - family: Guyon
      given: I.
    - family: Garnett
      given: R.
  issued:
    - year: 2016
  page: 1289–1297
  publisher: Curran Associates, Inc.
  title: Sampling for Bayesian Program Learning
  type: paper-conference
  URL: http://papers.nips.cc/paper/6082-sampling-for-bayesian-program-learning.pdf

- id: FinnUnsupervised2016
  author:
    - family: Finn
      given: Chelsea
    - family: Goodfellow
      given: Ian
    - family: Levine
      given: Sergey
  citation-key: FinnUnsupervised2016
  container-title: Advances In Neural Information Processing Systems 29
  editor:
    - family: Lee
      given: D. D.
    - family: Luxburg
      given: U. V.
    - family: Guyon
      given: I.
    - family: Garnett
      given: R.
  issued:
    - year: 2016
  page: 64–72
  publisher: Curran Associates, Inc.
  title: Unsupervised Learning for Physical Interaction through Video Prediction
  type: paper-conference
  URL: >-
    http://papers.nips.cc/paper/6160-unsupervised-learning-for-physical-interaction-through-video-prediction.pdf

- id: FlamaryOptimal2016
  accessed:
    - year: 2016
      month: 10
      day: 6
  author:
    - family: Flamary
      given: Rémi
    - family: Févotte
      given: Cédric
    - family: Courty
      given: Nicolas
    - family: Emiya
      given: Valentin
  citation-key: FlamaryOptimal2016
  container-title: arXiv:1609.09799 [cs, stat]
  issued:
    - year: 2016
      month: 9
      day: 30
  page: 703–711
  publisher: Curran Associates, Inc.
  title: Optimal spectral transportation with application to music transcription
  type: paper-conference
  URL: >-
    http://papers.nips.cc/paper/6479-optimal-spectral-transportation-with-application-to-music-transcription.pdf

- id: FraccaroSequential2016
  accessed:
    - year: 2016
      month: 12
      day: 7
  author:
    - family: Fraccaro
      given: Marco
    - family: Sø nderby
      given: Sø ren Kaae
    - family: Paquet
      given: Ulrich
    - family: Winther
      given: Ole
  citation-key: FraccaroSequential2016
  container-title: Advances in Neural Information Processing Systems 29
  editor:
    - family: Lee
      given: D. D.
    - family: Sugiyama
      given: M.
    - family: Luxburg
      given: U. V.
    - family: Guyon
      given: I.
    - family: Garnett
      given: R.
  issued:
    - year: 2016
  page: 2199–2207
  publisher: Curran Associates, Inc.
  title: Sequential Neural Models with Stochastic Layers
  type: paper-conference
  URL: >-
    http://papers.nips.cc/paper/6039-sequential-neural-models-with-stochastic-layers.pdf

- id: GeMatrix2016
  author:
    - family: Ge
      given: Rong
    - family: Lee
      given: Jason D
    - family: Ma
      given: Tengyu
  citation-key: GeMatrix2016
  container-title: Advances in Neural Information Processing Systems 29
  editor:
    - family: Lee
      given: D. D.
    - family: Sugiyama
      given: M.
    - family: Luxburg
      given: U. V.
    - family: Guyon
      given: I.
    - family: Garnett
      given: R.
  issued:
    - year: 2016
  page: 2973–2981
  publisher: Curran Associates, Inc.
  title: Matrix Completion has No Spurious Local Minimum
  type: paper-conference
  URL: >-
    http://papers.nips.cc/paper/6048-matrix-completion-has-no-spurious-local-minimum.pdf

- id: GenevayStochastic2016
  author:
    - family: Genevay
      given: Aude
    - family: Cuturi
      given: Marco
    - family: Peyré
      given: Gabriel
    - family: Bach
      given: Francis
  citation-key: GenevayStochastic2016
  container-title: Advances in Neural Information Processing Systems 29
  editor:
    - family: Lee
      given: D. D.
    - family: Sugiyama
      given: M.
    - family: Luxburg
      given: U. V.
    - family: Guyon
      given: I.
    - family: Garnett
      given: R.
  issued:
    - year: 2016
  page: 3432–3440
  publisher: Curran Associates, Inc.
  title: Stochastic Optimization for Large-scale Optimal Transport
  type: paper-conference
  URL: >-
    http://papers.nips.cc/paper/6566-stochastic-optimization-for-large-scale-optimal-transport.pdf

- id: GruslysMemoryEfficient2016
  author:
    - family: Gruslys
      given: Audrunas
    - family: Munos
      given: Remi
    - family: Danihelka
      given: Ivo
    - family: Lanctot
      given: Marc
    - family: Graves
      given: Alex
  citation-key: GruslysMemoryEfficient2016
  container-title: Advances in Neural Information Processing Systems 29
  editor:
    - family: Lee
      given: D. D.
    - family: Sugiyama
      given: M.
    - family: Luxburg
      given: U. V.
    - family: Guyon
      given: I.
    - family: Garnett
      given: R.
  issued:
    - year: 2016
  page: 4125–4133
  publisher: Curran Associates, Inc.
  title: Memory-Efficient Backpropagation Through Time
  type: paper-conference
  URL: >-
    http://papers.nips.cc/paper/6221-memory-efficient-backpropagation-through-time.pdf

- id: HaarnojaBackprop2016
  author:
    - family: Haarnoja
      given: Tuomas
    - family: Ajay
      given: Anurag
    - family: Levine
      given: Sergey
    - family: Abbeel
      given: Pieter
  citation-key: HaarnojaBackprop2016
  container-title: Advances in Neural Information Processing Systems 29
  editor:
    - family: Lee
      given: D. D.
    - family: Sugiyama
      given: M.
    - family: Luxburg
      given: U. V.
    - family: Guyon
      given: I.
    - family: Garnett
      given: R.
  issued:
    - year: 2016
  page: 4376–4384
  publisher: Curran Associates, Inc.
  title: 'Backprop KF: Learning Discriminative Deterministic State Estimators'
  type: paper-conference
  URL: >-
    http://papers.nips.cc/paper/6090-backprop-kf-learning-discriminative-deterministic-state-estimators.pdf

- id: HaeffeleGlobal2015
  author:
    - family: Haeffele
      given: Benjamin D.
    - family: Vidal
      given: Rene
  citation-key: HaeffeleGlobal2015
  container-title: arXiv:1506.07540 [cs, stat]
  issued:
    - year: 2015
      month: 6
      day: 24
  title: Global Optimality in Tensor Factorization, Deep Learning, and Beyond
  type: article-journal
  URL: http://arxiv.org/abs/1506.07540

- id: HazanNongenerative2016
  author:
    - family: Hazan
      given: Elad
    - family: Ma
      given: Tengyu
  citation-key: HazanNongenerative2016
  container-title: Advances in Neural Information Processing Systems 29
  editor:
    - family: Lee
      given: D. D.
    - family: Sugiyama
      given: M.
    - family: Luxburg
      given: U. V.
    - family: Guyon
      given: I.
    - family: Garnett
      given: R.
  issued:
    - year: 2016
  page: 3306–3314
  publisher: Curran Associates, Inc.
  title: A Non-generative Framework and Convex Relaxations for Unsupervised Learning
  type: paper-conference
  URL: >-
    http://papers.nips.cc/paper/6533-a-non-generative-framework-and-convex-relaxations-for-unsupervised-learning.pdf

- id: HeLearning2016
  author:
    - family: He
      given: Xinran
    - family: Xu
      given: Ke
    - family: Kempe
      given: David
    - family: Liu
      given: Yan
  citation-key: HeLearning2016
  container-title: Advances in Neural Information Processing Systems 29
  editor:
    - family: Lee
      given: D. D.
    - family: Sugiyama
      given: M.
    - family: Luxburg
      given: U. V.
    - family: Guyon
      given: I.
    - family: Garnett
      given: R.
  issued:
    - year: 2016
  page: 2065–2073
  publisher: Curran Associates, Inc.
  title: Learning Influence Functions from Incomplete Observations
  type: paper-conference
  URL: >-
    http://papers.nips.cc/paper/6181-learning-influence-functions-from-incomplete-observations.pdf

- id: HorelMaximization2016
  author:
    - family: Horel
      given: Thibaut
    - family: Singer
      given: Yaron
  citation-key: HorelMaximization2016
  container-title: Advances in Neural Information Processing Systems 29
  editor:
    - family: Lee
      given: D. D.
    - family: Sugiyama
      given: M.
    - family: Luxburg
      given: U. V.
    - family: Guyon
      given: I.
    - family: Garnett
      given: R.
  issued:
    - year: 2016
  page: 3045–3053
  publisher: Curran Associates, Inc.
  title: Maximization of Approximately Submodular Functions
  type: paper-conference
  URL: >-
    http://papers.nips.cc/paper/6236-maximization-of-approximately-submodular-functions.pdf

- id: JiaDynamic2016
  accessed:
    - year: 2016
      month: 12
      day: 7
  author:
    - family: Jia
      given: Xu
    - family: De Brabandere
      given: Bert
    - family: Tuytelaars
      given: Tinne
    - family: Gool
      given: Luc V
  citation-key: JiaDynamic2016
  container-title: Advances in Neural Information Processing Systems 29
  editor:
    - family: Lee
      given: D. D.
    - family: Sugiyama
      given: M.
    - family: Luxburg
      given: U. V.
    - family: Guyon
      given: I.
    - family: Garnett
      given: R.
  issued:
    - year: 2016
  page: 667–675
  publisher: Curran Associates, Inc.
  title: Dynamic Filter Networks
  type: paper-conference
  URL: http://papers.nips.cc/paper/6578-dynamic-filter-networks.pdf

- id: KingmaImproving2016
  author:
    - family: Kingma
      given: Diederik P.
    - family: Salimans
      given: Tim
    - family: Jozefowicz
      given: Rafal
    - family: Chen
      given: Xi
    - family: Sutskever
      given: Ilya
    - family: Welling
      given: Max
  citation-key: KingmaImproving2016
  container-title: Advances in Neural Information Processing Systems 29
  issued:
    - year: 2016
      month: 6
      day: 15
  publisher: Curran Associates, Inc.
  title: Improving Variational Inference with Inverse Autoregressive Flow
  type: paper-conference
  URL: http://arxiv.org/abs/1606.04934

- id: KrotovDense2016
  accessed:
    - year: 2020
      month: 5
      day: 9
  author:
    - family: Krotov
      given: Dmitry
    - family: Hopfield
      given: John J.
  citation-key: KrotovDense2016
  container-title: Advances in Neural Information Processing Systems 29
  editor:
    - family: Lee
      given: D. D.
    - family: Sugiyama
      given: M.
    - family: Luxburg
      given: U. V.
    - family: Guyon
      given: I.
    - family: Garnett
      given: R.
  issued:
    - year: 2016
  page: 1172–1180
  publisher: Curran Associates, Inc.
  title: Dense Associative Memory for Pattern Recognition
  type: chapter
  URL: >-
    http://papers.nips.cc/paper/6121-dense-associative-memory-for-pattern-recognition.pdf

- id: KrummenacherScalable2016
  author:
    - family: Krummenacher
      given: Gabriel
    - family: McWilliams
      given: Brian
    - family: Kilcher
      given: Yannic
    - family: Buhmann
      given: Joachim M
    - family: Meinshausen
      given: Nicolai
  citation-key: KrummenacherScalable2016
  container-title: Advances in Neural Information Processing Systems 29
  editor:
    - family: Lee
      given: D. D.
    - family: Sugiyama
      given: M.
    - family: Luxburg
      given: U. V.
    - family: Guyon
      given: I.
    - family: Garnett
      given: R.
  issued:
    - year: 2016
  page: 1750–1758
  publisher: Curran Associates, Inc.
  title: Scalable Adaptive Stochastic Optimization Using Random Projections
  type: paper-conference
  URL: >-
    http://papers.nips.cc/paper/6054-scalable-adaptive-stochastic-optimization-using-random-projections.pdf

- id: KuznetsovForecasting2014
  accessed:
    - year: 2016
      month: 11
      day: 3
  author:
    - family: Kuznetsov
      given: Vitaly
    - family: Mohri
      given: Mehryar
  citation-key: KuznetsovForecasting2014
  issued:
    - year: 2014
  title: 'Forecasting Non-Stationary Time Series: From Theory to Algorithms'
  type: article-journal
  URL: http://www.cims.nyu.edu/~munoz/multitask/Paper_22_fts.pdf

- id: KuznetsovGeneralization2014
  author:
    - family: Kuznetsov
      given: Vitaly
    - family: Mohri
      given: Mehryar
  citation-key: KuznetsovGeneralization2014
  collection-title: Lecture Notes in Computer Science
  container-title: Algorithmic Learning Theory
  DOI: 10.1007/978-3-319-11662-4_19
  editor:
    - family: Auer
      given: Peter
    - family: Clark
      given: Alexander
    - family: Zeugmann
      given: Thomas
    - family: Zilles
      given: Sandra
  event-place: Bled, Slovenia
  event-title: 25th International Conference, ALT 2014,
  ISBN: 978-3-319-11661-7 978-3-319-11662-4
  issued:
    - year: 2014
      month: 10
      day: 8
  language: en
  page: 260-274
  publisher: Springer International Publishing
  publisher-place: Bled, Slovenia
  title: >-
    Generalization Bounds for Time Series Prediction with Non-stationary
    Processes
  type: paper-conference
  URL: http://www.cs.nyu.edu/~mohri/pub/nonstat.pdf

- id: KuznetsovGeneralization2016
  accessed:
    - year: 2016
      month: 11
      day: 3
  author:
    - family: Kuznetsov
      given: Vitaly
    - family: Mohri
      given: Mehryar
  citation-key: KuznetsovGeneralization2016
  container-title: Machine Learning Journal
  issued:
    - year: 2016
  title: Generalization Bounds for Non-stationary Mixing Processes
  type: paper-conference
  URL: http://www.cs.nyu.edu/~mohri/pub/nonstatj.pdf

- id: KuznetsovLearning2015
  accessed:
    - year: 2016
      month: 11
      day: 3
  author:
    - family: Kuznetsov
      given: Vitaly
    - family: Mohri
      given: Mehryar
  citation-key: KuznetsovLearning2015
  container-title: Advances in Neural Information Processing Systems
  issued:
    - year: 2015
  page: 541–549
  publisher: Curran Associates, Inc.
  title: Learning Theory and Algorithms for Forecasting Non-Stationary Time Series
  type: paper-conference
  URL: >-
    http://papers.nips.cc/paper/5836-learning-theory-and-algorithms-for-forecasting-non-stationary-time-series

- id: LindgrenLeveraging2016
  author:
    - family: Lindgren
      given: Erik
    - family: Wu
      given: Shanshan
    - family: Dimakis
      given: Alexandros G
  citation-key: LindgrenLeveraging2016
  container-title: Advances in Neural Information Processing Systems 29
  editor:
    - family: Lee
      given: D. D.
    - family: Sugiyama
      given: M.
    - family: Luxburg
      given: U. V.
    - family: Guyon
      given: I.
    - family: Garnett
      given: R.
  issued:
    - year: 2016
  page: 3414–3422
  publisher: Curran Associates, Inc.
  title: Leveraging Sparsity for Efficient Submodular Data Summarization
  type: paper-conference
  URL: >-
    http://papers.nips.cc/paper/6382-leveraging-sparsity-for-efficient-submodular-data-summarization.pdf

- id: LiRecovery2016
  author:
    - family: Li
      given: Yuanzhi
    - family: Liang
      given: Yingyu
    - family: Risteski
      given: Andrej
  citation-key: LiRecovery2016
  container-title: Advances in Neural Information Processing Systems 29
  editor:
    - family: Lee
      given: D. D.
    - family: Sugiyama
      given: M.
    - family: Luxburg
      given: U. V.
    - family: Guyon
      given: I.
    - family: Garnett
      given: R.
  issued:
    - year: 2016
  page: 4988–4996
  publisher: Curran Associates, Inc.
  title: >-
    Recovery Guarantee of Non-negative Matrix Factorization via Alternating
    Updates
  type: paper-conference
  URL: >-
    http://papers.nips.cc/paper/6417-recovery-guarantee-of-non-negative-matrix-factorization-via-alternating-updates.pdf

- id: LuoEfficient2016
  accessed:
    - year: 2016
      month: 12
      day: 7
  author:
    - family: Luo
      given: Haipeng
    - family: Agarwal
      given: Alekh
    - family: Cesa-Bianchi
      given: Nicolò
    - family: Langford
      given: John
  citation-key: LuoEfficient2016
  container-title: Advances in Neural Information Processing Systems 29
  editor:
    - family: Lee
      given: D. D.
    - family: Sugiyama
      given: M.
    - family: Luxburg
      given: U. V.
    - family: Guyon
      given: I.
    - family: Garnett
      given: R.
  issued:
    - year: 2016
  page: 902–910
  publisher: Curran Associates, Inc.
  title: Efficient Second Order Online Learning by Sketching
  type: paper-conference
  URL: >-
    http://papers.nips.cc/paper/6207-efficient-second-order-online-learning-by-sketching.pdf

- id: MakotoYamadaLocalized2016
  author:
    - literal: Makoto Yamada
    - literal: Koh Takeuchi
    - literal: Tomoharu Iwata
    - literal: John Shawe-Taylor
    - literal: Samuel KAski
  citation-key: MakotoYamadaLocalized2016
  issued:
    - year: 2016
  title: Localized Lasso for High-Dimensional Regression
  type: paper-conference
  URL: https://www.cs.utexas.edu/~rofuyu/lhds-nips16/papers/2.pdf

- id: MohammadrezaSoltaniIterative2016
  author:
    - literal: Mohammadreza Soltani
    - literal: Chinmay Hegde
  citation-key: MohammadrezaSoltaniIterative2016
  issued:
    - year: 2016
  title: >-
    Iterative Thresholding for Demixing Structured Superpositions in High
    Dimensions
  type: paper-conference

- id: OstrovskyStructureBlind2016
  author:
    - family: Ostrovsky
      given: Dmitry
    - family: Harchaoui
      given: Zaid
    - family: Juditsky
      given: Anatoli
    - family: Nemirovski
      given: Arkadi S
  citation-key: OstrovskyStructureBlind2016
  container-title: Advances in Neural Information Processing Systems 29
  editor:
    - family: Lee
      given: D. D.
    - family: Sugiyama
      given: M.
    - family: Luxburg
      given: U. V.
    - family: Guyon
      given: I.
    - family: Garnett
      given: R.
  issued:
    - year: 2016
  page: 4817–4825
  publisher: Curran Associates, Inc.
  title: Structure-Blind Signal Recovery
  type: paper-conference
  URL: http://papers.nips.cc/paper/6063-structure-blind-signal-recovery.pdf

- id: PooleExponential2016
  accessed:
    - year: 2016
      month: 12
      day: 7
  author:
    - family: Poole
      given: Ben
    - family: Lahiri
      given: Subhaneil
    - family: Raghu
      given: Maithreyi
    - family: Sohl-Dickstein
      given: Jascha
    - family: Ganguli
      given: Surya
  citation-key: PooleExponential2016
  container-title: Advances in Neural Information Processing Systems 29
  editor:
    - family: Lee
      given: D. D.
    - family: Sugiyama
      given: M.
    - family: Luxburg
      given: U. V.
    - family: Guyon
      given: I.
    - family: Garnett
      given: R.
  issued:
    - year: 2016
  page: 3360–3368
  publisher: Curran Associates, Inc.
  title: Exponential expressivity in deep neural networks through transient chaos
  type: paper-conference
  URL: >-
    http://papers.nips.cc/paper/6322-exponential-expressivity-in-deep-neural-networks-through-transient-chaos.pdf

- id: RitchieNeurallyGuided2016
  accessed:
    - year: 2016
      month: 12
      day: 7
  author:
    - family: Ritchie
      given: Daniel
    - family: Thomas
      given: Anna
    - family: Hanrahan
      given: Pat
    - family: Goodman
      given: Noah
  citation-key: RitchieNeurallyGuided2016
  container-title: Advances in Neural Information Processing Systems 29
  editor:
    - family: Lee
      given: D. D.
    - family: Sugiyama
      given: M.
    - family: Luxburg
      given: U. V.
    - family: Guyon
      given: I.
    - family: Garnett
      given: R.
  issued:
    - year: 2016
  page: 622–630
  publisher: Curran Associates, Inc.
  title: >-
    Neurally-Guided Procedural Models: Amortized Inference for Procedural
    Graphics Programs using Neural Networks
  type: paper-conference
  URL: >-
    http://papers.nips.cc/paper/6353-neurally-guided-procedural-models-amortized-inference-for-procedural-graphics-programs-using-neural-networks.pdf

- id: SalimansWeight2016
  author:
    - family: Salimans
      given: Tim
    - family: Kingma
      given: Diederik P
  citation-key: SalimansWeight2016
  container-title: Advances in Neural Information Processing Systems 29
  editor:
    - family: Lee
      given: D. D.
    - family: Sugiyama
      given: M.
    - family: Luxburg
      given: U. V.
    - family: Guyon
      given: I.
    - family: Garnett
      given: R.
  issued:
    - year: 2016
  page: 901–901
  publisher: Curran Associates, Inc.
  title: >-
    Weight Normalization: A Simple Reparameterization to Accelerate Training of
    Deep Neural Networks
  type: paper-conference
  URL: >-
    http://papers.nips.cc/paper/6114-weight-normalization-a-simple-reparameterization-to-accelerate-training-of-deep-neural-networks.pdf

- id: ScheinPoissonGamma2016
  author:
    - family: Schein
      given: Aaron
    - family: Wallach
      given: Hanna
    - family: Zhou
      given: Mingyuan
  citation-key: ScheinPoissonGamma2016
  container-title: Advances In Neural Information Processing Systems
  issued:
    - year: 2016
  page: 5006–5014
  title: Poisson-Gamma dynamical systems
  type: paper-conference
  URL: http://papers.nips.cc/paper/6082-poisson-gamma-dynamical-systems

- id: ShpakovaParameter2016
  author:
    - family: Shpakova
      given: Tatiana
    - family: Bach
      given: Francis
  citation-key: ShpakovaParameter2016
  container-title: Advances in Neural Information Processing Systems 29
  editor:
    - family: Lee
      given: D. D.
    - family: Sugiyama
      given: M.
    - family: Luxburg
      given: U. V.
    - family: Guyon
      given: I.
    - family: Garnett
      given: R.
  issued:
    - year: 2016
  page: 3234–3242
  publisher: Curran Associates, Inc.
  title: Parameter Learning for Log-supermodular Distributions
  type: paper-conference
  URL: >-
    http://papers.nips.cc/paper/6402-parameter-learning-for-log-supermodular-distributions.pdf

- id: SinhaLearning2016
  accessed:
    - year: 2016
      month: 12
      day: 7
  author:
    - family: Sinha
      given: Aman
    - family: Duchi
      given: John C
  citation-key: SinhaLearning2016
  container-title: Advances in Neural Information Processing Systems 29
  editor:
    - family: Lee
      given: D. D.
    - family: Sugiyama
      given: M.
    - family: Luxburg
      given: U. V.
    - family: Guyon
      given: I.
    - family: Garnett
      given: R.
  issued:
    - year: 2016
  page: 1298–1306
  publisher: Curran Associates, Inc.
  title: Learning Kernels with Random Features
  type: paper-conference
  URL: http://papers.nips.cc/paper/6180-learning-kernels-with-random-features.pdf

- id: SoltaniDemixing2016
  author:
    - family: Soltani
      given: Mohammadreza
    - family: Hegde
      given: Chinmay
  citation-key: SoltaniDemixing2016
  container-title: statistics
  issued:
    - year: 2016
  page: '9'
  title: Demixing Sparse Signals from Nonlinear Observations
  type: article-journal
  URL: http://home.engineering.iastate.edu/~chinmay/files/papers/demix_ISUTR.pdf
  volume: '7'

- id: SoltaniFast2016
  author:
    - family: Soltani
      given: Mohammadreza
    - family: Hegde
      given: Chinmay
  citation-key: SoltaniFast2016
  container-title: arXiv:1608.01234 [stat]
  issued:
    - year: 2016
      month: 8
      day: 3
  title: Fast Algorithms for Demixing Sparse Signals from Nonlinear Observations
  type: article-journal
  URL: http://arxiv.org/abs/1608.01234

- id: SuraceOnline2016
  author:
    - family: Surace
      given: Simone Carlo
    - family: Pfister
      given: Jean-Pascal
  citation-key: SuraceOnline2016
  issued:
    - year: 2016
  title: >-
    Online Maximum Likelihood Estimation of the Parameters of Partially Observed
    Diffusion Processes
  type: paper-conference

- id: vanErvenMetaGrad2016
  author:
    - family: Erven
      given: Tim
      non-dropping-particle: van
    - family: Koolen
      given: Wouter M
  citation-key: vanErvenMetaGrad2016
  container-title: Advances in Neural Information Processing Systems 29
  editor:
    - family: Lee
      given: D. D.
    - family: Sugiyama
      given: M.
    - family: Luxburg
      given: U. V.
    - family: Guyon
      given: I.
    - family: Garnett
      given: R.
  issued:
    - year: 2016
  page: 3666–3674
  publisher: Curran Associates, Inc.
  title: 'MetaGrad: Multiple Learning Rates in Online Learning'
  type: paper-conference
  URL: >-
    http://papers.nips.cc/paper/6268-metagrad-multiple-learning-rates-in-online-learning.pdf

- id: WangCNNpack2016
  accessed:
    - year: 2016
      month: 12
      day: 7
  author:
    - family: Wang
      given: Yunhe
    - family: Xu
      given: Chang
    - family: You
      given: Shan
    - family: Tao
      given: Dacheng
    - family: Xu
      given: Chao
  citation-key: WangCNNpack2016
  container-title: Advances in Neural Information Processing Systems 29
  editor:
    - family: Lee
      given: D. D.
    - family: Sugiyama
      given: M.
    - family: Luxburg
      given: U. V.
    - family: Guyon
      given: I.
    - family: Garnett
      given: R.
  issued:
    - year: 2016
  page: 253–261
  publisher: Curran Associates, Inc.
  title: 'CNNpack: Packing Convolutional Neural Networks in the Frequency Domain'
  type: paper-conference
  URL: >-
    http://papers.nips.cc/paper/6390-cnnpack-packing-convolutional-neural-networks-in-the-frequency-domain.pdf

- id: WuMultiplicative2016
  author:
    - family: Wu
      given: Yuhuai
    - family: Zhang
      given: Saizheng
    - family: Zhang
      given: Ying
    - family: Bengio
      given: Yoshua
    - family: Salakhutdinov
      given: Ruslan R
  citation-key: WuMultiplicative2016
  container-title: Advances in Neural Information Processing Systems 29
  editor:
    - family: Lee
      given: D. D.
    - family: Sugiyama
      given: M.
    - family: Luxburg
      given: U. V.
    - family: Guyon
      given: I.
    - family: Garnett
      given: R.
  event-title: NIPS
  issued:
    - year: 2016
  page: 2856–2864
  publisher: Curran Associates, Inc.
  title: On Multiplicative Integration with Recurrent Neural Networks
  type: paper-conference
  URL: >-
    http://papers.nips.cc/paper/6215-on-multiplicative-integration-with-recurrent-neural-networks.pdf

- id: WuSingle2016
  author:
    - family: Wu
      given: Shanshan
    - family: Bhojanapalli
      given: Srinadh
    - family: Sanghavi
      given: Sujay
    - family: Dimakis
      given: Alexandros G
  citation-key: WuSingle2016
  container-title: Advances in Neural Information Processing Systems 29
  editor:
    - family: Lee
      given: D. D.
    - family: Sugiyama
      given: M.
    - family: Luxburg
      given: U. V.
    - family: Guyon
      given: I.
    - family: Garnett
      given: R.
  issued:
    - year: 2016
  page: 2577–2585
  publisher: Curran Associates, Inc.
  title: Single Pass PCA of Matrix Products
  type: paper-conference
  URL: http://papers.nips.cc/paper/6075-single-pass-pca-of-matrix-products.pdf

- id: YuanLearning2016
  author:
    - family: Yuan
      given: Xiaotong
    - family: Li
      given: Ping
    - family: Zhang
      given: Tong
    - family: Liu
      given: Qingshan
    - family: Liu
      given: Guangcan
  citation-key: YuanLearning2016
  container-title: Advances in Neural Information Processing Systems 29
  editor:
    - family: Lee
      given: D. D.
    - family: Sugiyama
      given: M.
    - family: Luxburg
      given: U. V.
    - family: Guyon
      given: I.
    - family: Garnett
      given: R.
  issued:
    - year: 2016
  page: 4367–4375
  publisher: Curran Associates, Inc.
  title: >-
    Learning Additive Exponential Family Graphical Models via $\ell_{\lbrace
    2,1\rbrace}$ -norm Regularized M-Estimation
  type: paper-conference
  URL: >-
    http://papers.nips.cc/paper/6106-learning-additive-exponential-family-graphical-models-via-ell_21-norm-regularized-m-estimation.pdf

- id: YuOrthogonal2016
  accessed:
    - year: 2016
      month: 12
      day: 7
  author:
    - family: Yu
      given: Felix X
    - family: Suresh
      given: Ananda Theertha
    - family: Choromanski
      given: Krzysztof M
    - family: Holtmann-Rice
      given: Daniel N
    - family: Kumar
      given: Sanjiv
  citation-key: YuOrthogonal2016
  container-title: Advances in Neural Information Processing Systems 29
  editor:
    - family: Lee
      given: D. D.
    - family: Sugiyama
      given: M.
    - family: Luxburg
      given: U. V.
    - family: Guyon
      given: I.
    - family: Garnett
      given: R.
  issued:
    - year: 2016
  page: 1975–1983
  publisher: Curran Associates, Inc.
  title: Orthogonal Random Features
  type: paper-conference
  URL: http://papers.nips.cc/paper/6246-orthogonal-random-features.pdf

- id: YuTemporal2016
  author:
    - family: Yu
      given: Hsiang-Fu
    - family: Rao
      given: Nikhil
    - family: Dhillon
      given: Inderjit S
  citation-key: YuTemporal2016
  container-title: Advances In Neural Information Processing Systems 29
  editor:
    - family: Lee
      given: D. D.
    - family: Luxburg
      given: U. V.
    - family: Guyon
      given: I.
    - family: Garnett
      given: R.
  issued:
    - year: 2016
  page: 847–855
  publisher: Curran Associates, Inc.
  title: >-
    Temporal regularized matrix factorization for high-dimensional time series
    prediction
  type: paper-conference
  URL: >-
    http://papers.nips.cc/paper/6159-temporal-regularized-matrix-factorization-for-high-dimensional-time-series-prediction.pdf

- id: zhangInfinite2016
  author:
    - family: zhang
      given: matt
    - family: Lin
      given: Peng
    - family: Lin
      given: Peng
    - family: Guo
      given: Ting
    - family: Wang
      given: Yang
    - family: Wang
      given: Yang
    - family: Chen
      given: Fang
  citation-key: zhangInfinite2016
  container-title: Advances in Neural Information Processing Systems 29
  editor:
    - family: Lee
      given: D. D.
    - family: Sugiyama
      given: M.
    - family: Luxburg
      given: U. V.
    - family: Guyon
      given: I.
    - family: Garnett
      given: R.
  issued:
    - year: 2016
  page: 3900–3908
  publisher: Curran Associates, Inc.
  title: Infinite Hidden Semi-Markov Modulated Interaction Point Process
  type: paper-conference
  URL: >-
    http://papers.nips.cc/paper/6243-infinite-hidden-semi-markov-modulated-interaction-point-process.pdf

- id: ZhangReshaped2016
  accessed:
    - year: 2016
      month: 12
      day: 7
  author:
    - family: Zhang
      given: Huishuai
    - family: Liang
      given: Yingbin
  citation-key: ZhangReshaped2016
  container-title: Advances in Neural Information Processing Systems 29
  editor:
    - family: Lee
      given: D. D.
    - family: Sugiyama
      given: M.
    - family: Luxburg
      given: U. V.
    - family: Guyon
      given: I.
    - family: Garnett
      given: R.
  ISBN: 978-1-5108-3881-9
  issued:
    - year: 2016
  page: 2622–2630
  publisher: Curran Associates, Inc.
  title: Reshaped wirtinger flow for solving quadratic system of equations
  type: paper-conference
  URL: >-
    http://papers.nips.cc/paper/6319-reshaped-wirtinger-flow-for-solving-quadratic-system-of-equations.pdf
...
