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  citation-key: AkaikeInformation1973
  container-title: Proceeding of the Second International Symposium on Information Theory
  editor:
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      given: Petrovand F
  event-place: Budapest
  ISBN: 978-1-4612-7248-9 978-1-4612-1694-0
  issued:
    - year: 1973
  language: en
  page: 199-213
  publisher: Akademiai Kiado
  publisher-place: Budapest
  title: Information Theory and an Extension of the Maximum Likelihood Principle
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- id: AmariInformation2001
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  title: Information geometry on hierarchy of probability distributions
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- id: BarnettGranger2009
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- id: BialekComplexity2001
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- id: BialekPredictability2006
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- id: BieniawskiAdaptive2004
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      given: Stefan
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- id: CaludeInformation2002
  author:
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      given: Cristian S
  citation-key: CaludeInformation2002
  ISBN: 3-540-43466-6
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  publisher: Springer
  title: 'Information and Randomness : An Algorithmic Perspective'
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- id: CappeInference2007
  author:
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      given: Olivier
    - family: Moulines
      given: Eric
    - family: Ryden
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  citation-key: CappeInference2007
  edition: 1st ed. 2005. Corr. 2nd printing 2007 edition
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- id: CerfEntropic1997
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- id: CerfInformation1998
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    - family: Adami
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  issue: 1-2
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  title: Information theory of quantum entanglement and measurement
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- id: ChaitinAlgorithmic1977
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  citation-key: ChaitinAlgorithmic1977
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  title: Algorithmic information theory
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- id: ChaitinIntelligibility2002
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      given: Gregory J
  citation-key: ChaitinIntelligibility2002
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  title: >-
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- id: ChiribellaInformational2011
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  title: Informational derivation of Quantum Theory
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- id: ChowApproximating1968
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      given: C K
    - family: Liu
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  citation-key: ChowApproximating1968
  container-title: IEEE Transactions on Information Theory
  DOI: 10.1109/TIT.1968.1054142
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- id: CohenInformation1962
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      month: 10
      day: 4
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  citation-key: CohenInformation1962
  container-title: Behavioral Science
  DOI: 10.1002/bs.3830070202
  ISSN: 1099-1743
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  issued:
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  language: en
  page: 137-163
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- id: CoverElements2006
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    - family: Thomas
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  citation-key: CoverElements2006
  ISBN: 0-471-24195-4
  issued:
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  publisher: Wiley-Interscience
  title: Elements of Information Theory
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- id: CoverKolmogorov1989
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      day: 23
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    - family: Gács
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  citation-key: CoverKolmogorov1989
  container-title: The Annals of Probability
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- id: CrooksMeasuring2007
  author:
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      given: Gavin E
  citation-key: CrooksMeasuring2007
  container-title: Physical review letters
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- id: CsiszarInformation2004
  author:
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      given: Imre
    - family: Shields
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  citation-key: CsiszarInformation2004
  collection-title: Foundations and Trends in Communications and Information Theory
  DOI: 10.1561/0100000004
  issued:
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  language: en
  title: 'Information theory and statistics: a tutorial'
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- id: DahlhausKullbackLeibler1996
  author:
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      given: R
  citation-key: DahlhausKullbackLeibler1996
  container-title: Stochastic Processes and their Applications
  DOI: 10.1016/0304-4149(95)00090-9
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  page: 139-168
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  volume: '62'

- id: DewarInformation2003
  author:
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      given: Roderick C
  citation-key: DewarInformation2003
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  DOI: 10.1088/0305-4470/36/3/303
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    Information theory explanation of the fluctuation theorem, maximum entropy
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- id: EarmanExorcist1998
  author:
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      given: John
    - family: Norton
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  citation-key: EarmanExorcist1998
  container-title: Studies in History and Philosophy of Modern Physics
  DOI: 10.1016/S1355-2198(98)00023-9
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  page: 435-471
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- id: EarmanExorcist1999
  author:
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      given: John
    - family: Norton
      given: John D
  citation-key: EarmanExorcist1999
  container-title: Studies in History and Philosophy of Modern Physics
  DOI: 10.1016/S1355-2198(98)00026-4
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    Landauer and Beyond
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  volume: '30'

- id: EichlerGrangercausality2001
  author:
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      given: Michael
  citation-key: EichlerGrangercausality2001
  container-title: Granger-causality graphs for multivariate time series
  issued:
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  title: Granger-causality graphs for multivariate time series
  type: article-journal
  URL: http://archiv.ub.uni-heidelberg.de/volltextserver/20749/1/beitrag.64.pdf

- id: ElidanLearning2005
  author:
    - family: Elidan
      given: Gal
    - family: Friedman
      given: Nir
  citation-key: ElidanLearning2005
  container-title: Journal of Machine Learning Research
  contributor:
    - family: Chickering
      given: David Maxwell
  issued:
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  page: 81-127
  title: 'Learning Hidden Variable Networks: The Information Bottleneck Approach'
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  volume: '6'

- id: EllermanLogical2017
  author:
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      given: David
  citation-key: EllermanLogical2017
  container-title: arXiv:1707.04728 [quant-ph]
  issued:
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      month: 5
      day: 22
  title: 'Logical Information Theory: New Foundations for Information Theory'
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- id: FeldmanBrief2002
  accessed:
    - year: 2023
      month: 9
      day: 4
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      given: David P
  citation-key: FeldmanBrief2002
  issued:
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  title: >-
    A Brief Introduction to: Information Theory, Excess Entropy and
    Computational Mechanics
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  URL: http://hornacek.coa.edu/dave/Tutorial/notes.pdf

- id: FeldmanSynchronizing2004
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      given: David P
    - family: Crutchfield
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  citation-key: FeldmanSynchronizing2004
  container-title: Advances in Complex Systems
  DOI: 10.1142/S0219525904000196
  issue: '03'
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  page: 329-355
  title: >-
    Synchronizing to Periodicity: the Transient Information and Synchronization
    Time of Periodic Sequences
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  volume: '7'

- id: FrazierParadoxes2010
  author:
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      given: Peter I
    - family: Powell
      given: Warren B
  citation-key: FrazierParadoxes2010
  container-title: Decision Analysis
  DOI: 10.1287/deca.1100.0190
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  page: 378-403
  title: Paradoxes in Learning and the Marginal Value of Information
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  volume: '7'

- id: FriedmanMultivariate2001
  author:
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      given: Nir
    - family: Mosenzon
      given: Ori
    - family: Slonim
      given: Noam
    - family: Tishby
      given: Naftali
  citation-key: FriedmanMultivariate2001
  collection-title: UAI'01
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    Proceedings of the Seventeenth conference on Uncertainty in artificial
    intelligence
  event-place: San Francisco, CA, USA
  event-title: Proceedings of the 17th Conference in Uncertainty in Artificial Intelligence
  ISBN: 1-55860-800-1
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  page: 152-161
  publisher: Morgan Kaufmann Publishers Inc.
  publisher-place: San Francisco, CA, USA
  title: Multivariate information bottleneck
  type: paper-conference
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- id: FristonFreeenergy2010
  author:
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  citation-key: FristonFreeenergy2010
  container-title: Nature Reviews Neuroscience
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  page: '127'
  title: 'The free-energy principle: a unified brain theory?'
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  volume: '11'

- id: GacsAlgorithmic2001
  author:
    - family: Gács
      given: Péter
    - family: Tromp
      given: JohnT.
    - family: Vitányi
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  citation-key: GacsAlgorithmic2001
  container-title: IEEE Transactions on Information Theory
  DOI: 10.1109/18.945257
  ISSN: 0018-9448
  issue: '6'
  issued:
    - year: 2001
      month: 9
  page: 2443-2463
  title: Algorithmic statistics
  type: article-journal
  URL: http://arxiv.org/abs/math/0006233
  volume: '47'

- id: GaoEfficient2015
  accessed:
    - year: 2015
      month: 7
      day: 16
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    - family: Gao
      given: Shuyang
    - family: Ver Steeg
      given: Greg
    - family: Galstyan
      given: Aram
  citation-key: GaoEfficient2015
  container-title: Journal of Machine Learning Research
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    Proceedings of the Eighteenth International Conference on Artificial
    Intelligence and Statistics
  issued:
    - year: 2015
  page: 277-286
  title: Efficient Estimation of Mutual Information for Strongly Dependent Variables
  type: paper-conference
  URL: http://www.jmlr.org/proceedings/papers/v38/gao15.html

- id: GoldfeldInformation2020
  accessed:
    - year: 2020
      month: 5
      day: 6
  author:
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      given: Ziv
    - family: Polyanskiy
      given: Yury
  citation-key: GoldfeldInformation2020
  container-title: arXiv:2004.14941 [cs, stat]
  issued:
    - year: 2020
      month: 5
      day: 1
  title: The Information Bottleneck Problem and Its Applications in Machine Learning
  type: article-journal
  URL: http://arxiv.org/abs/2004.14941

- id: GrangerEconomic1963
  author:
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      given: Clive W J
  citation-key: GrangerEconomic1963
  container-title: Information and Control
  DOI: 10.1016/S0019-9958(63)90092-5
  issue: '1'
  issued:
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  page: 28-48
  title: Economic processes involving feedback
  type: article-journal
  volume: '6'

- id: GrassbergerFinite1988
  accessed:
    - year: 2014
      month: 10
      day: 17
  author:
    - family: Grassberger
      given: Peter
  citation-key: GrassbergerFinite1988
  container-title: Physics Letters A
  container-title-short: Physics Letters A
  DOI: 10.1016/0375-9601(88)90193-4
  ISSN: 0375-9601
  issue: 6–7
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      month: 4
      day: 11
  page: 369-373
  title: Finite sample corrections to entropy and dimension estimates
  type: article-journal
  volume: '128'

- id: GrayEntropy1991
  author:
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      given: Robert M
  citation-key: GrayEntropy1991
  event-place: New York
  issued:
    - year: 1991
  publisher: Springer-Verlag
  publisher-place: New York
  title: Entropy and Information Theory
  type: book

- id: HausserEntropy2009
  author:
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      given: Jean
    - family: Strimmer
      given: Korbinian
  citation-key: HausserEntropy2009
  container-title: Journal of Machine Learning Research
  issued:
    - year: 2009
  page: '1469'
  title: >-
    Entropy Inference and the James-Stein Estimator, with Application to
    Nonlinear Gene Association Networks
  type: article-journal
  volume: '10'

- id: HausslerMutual1997
  author:
    - family: Haussler
      given: David
    - family: Opper
      given: Manfred
  citation-key: HausslerMutual1997
  container-title: The Annals of Statistics
  DOI: 10.1214/aos/1030741081
  issue: '6'
  issued:
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  page: 2451-2492
  title: Mutual information, metric entropy and cumulative relative entropy risk
  type: article-journal
  volume: '25'

- id: HirataInformation1985
  author:
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      given: Hironori
    - family: Ulanowicz
      given: Robert E
  citation-key: HirataInformation1985
  container-title: Journal of Theoretical Biology
  DOI: 10.1016/S0022-5193(85)80271-X
  issue: '3'
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  page: 321-341
  title: >-
    Information theoretical analysis of the aggregation and hierarchical
    structure of ecological networks
  type: article-journal
  volume: '116'

- id: HoTeams1978
  author:
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      given: Yu-Chi
    - family: Kastner
      given: M.
    - family: Wong
      given: E.
  citation-key: HoTeams1978
  container-title: IEEE Transactions on Automatic Control
  DOI: 10.1109/TAC.1978.1101710
  ISSN: 1558-2523
  issue: '2'
  issued:
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      month: 4
  page: 305-312
  title: Teams, signaling, and information theory
  type: article-journal
  URL: http://people.eecs.berkeley.edu/~wong/wong_pubs/wong56.pdf
  volume: '23'

- id: JaynesGibbs1965
  author:
    - family: Jaynes
      given: Edwin Thompson
  citation-key: JaynesGibbs1965
  container-title: American Journal of Physics
  DOI: 10.1119/1.1971557
  issued:
    - year: 1965
  page: 391-398
  title: Gibbs vs Boltzmann Entropies
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  volume: '33'

- id: JaynesInformation1963
  author:
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      given: Edwin Thompson
  citation-key: JaynesInformation1963
  collection-title: Brandeis University Summer Institute Lectures in Theoretical Physics
  container-title: Statistical Physics
  issued:
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  title: Information Theory and Statistical Mechanics
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- id: KandasamyInfluence2014
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    - year: 2015
      month: 1
      day: 20
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      given: Kirthevasan
    - family: Krishnamurthy
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    - family: Poczos
      given: Barnabas
    - family: Wasserman
      given: Larry
    - family: Robins
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  citation-key: KandasamyInfluence2014
  container-title: arXiv:1411.4342 [stat]
  issued:
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      month: 11
      day: 16
  title: >-
    Influence Functions for Machine Learning: Nonparametric Estimators for
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- id: KeaneBernoulli1994
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  citation-key: SpenceSignaling2002
  container-title: American Economic Review
  DOI: 10.1257/00028280260136200
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  title: Signaling in Retrospect and the Informational Structure of Markets
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- id: SteegInformation2015
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  container-title: arXiv:1507.02284 [cs, math, stat]
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- id: StrongEntropy1998
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    - family: Koberle
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    - family: Ruyter van Steveninck
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- id: StudenyBasic2016
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      day: 20
  title: Basic facts concerning supermodular functions
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- id: StudenyMultiinformation1998
  author:
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      given: Milan
    - family: Vejnarová
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  citation-key: StudenyMultiinformation1998
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  event-place: Cambridge, Mass.
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  publisher: MIT Press
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    - family: Tishby
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  citation-key: TaylorInformation2007
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- id: TishbyInformation2000
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- id: TishbyInformation2011
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    - family: Polani
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  publisher: Springer
  title: Information theory of decisions and actions
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  container-title: IEEE Transactions on Information Theory
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- id: VereshchaginRate2010
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  container-title: IEEE Transactions on Information Theory
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    - family: Wheeler
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  citation-key: WolpertInformation2006
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  publisher: Springer Berlin Heidelberg
  title: >-
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  publisher: Springer
  title: What Information Theory says about Bounded Rational Best Response
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  publisher: Taylor & Francis
  title: Optimal Information Processing and Bayes's Theorem
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...
