Abernethy, Jacob, Peter L Bartlett, and Elad Hazan. 2011. “Blackwell Approachability and No-Regret Learning Are Equivalent.” In, 20.
Allen-Zhu, Zeyuan, Yuanzhi Li, Aarti Singh, and Yining Wang. 2017. “Near-Optimal Design of Experiments via Regret Minimization.”
Arora, Sanjeev, Rong Ge, Yingyu Liang, Tengyu Ma, and Yi Zhang. 2017. “Generalization and Equilibrium in Generative Adversarial Nets (GANs).” arXiv:1703.00573 [Cs]
Cesa-Bianchi, Nicolò, and Francesco Orabona. 2021. “Online Learning Algorithms.” Annual Review of Statistics and Its Application
8 (1): 165–90.
Chan, Tony F., Gene H. Golub, and Randall J. Leveque. 1983. “Algorithms for Computing the Sample Variance: Analysis and Recommendations.” The American Statistician
37 (3): 242–47.
Dasgupta, Sanjoy, and Daniel Hsu. 2007. “On-Line Estimation with the Multivariate Gaussian Distribution.”
In Learning Theory
, edited by Nader H. Bshouty and Claudio Gentile, 4539:278–92. Berlin, Heidelberg: Springer Berlin Heidelberg.
Feng, Jiashi, Huan Xu, and Shie Mannor. 2017. “Outlier Robust Online Learning.” arXiv:1701.00251 [Cs, Stat]
Igel, Christian, Thorsten Suttorp, and Nikolaus Hansen. 2006. “A Computational Efficient Covariance Matrix Update and a (1+1)-CMA for Evolution Strategies.”
In Proceedings of the 8th Annual Conference on Genetic and Evolutionary Computation - GECCO ’06
, 453. Seattle, Washington, USA: ACM Press.
Koppel, Alec, Garrett Warnell, Ethan Stump, and Alejandro Ribeiro. 2016. “Parsimonious Online Learning with Kernels via Sparse Projections in Function Space.” arXiv:1612.04111 [Cs, Stat]
Ling, Robert F. 1974. “Comparison of Several Algorithms for Computing Sample Means and Variances.” Journal of the American Statistical Association
69 (348): 859–66.
Lyu, Hanbaek, Deanna Needell, and Laura Balzano. 2020. “Online Matrix Factorization for Markovian Data and Applications to Network Dictionary Learning.” Journal of Machine Learning Research
21 (251): 1–49.
Orabona, Francesco, David Pal, Orabona Com, and Yahoo-Inc Com. n.d. “Open Problem: Parameter-Free and Scale-Free Online Algorithms,” 6.
Vervoort, Marco R. 1996. “Blackwell Games.”
In Statistics, Probability and Game Theory: Papers in Honor of David Blackwell
, edited by T.S. Ferguson, L.S. Shapley, and J.B. MacQueen, 369–90. Institute of Mathematical Statistics.
Zarezade, Ali, Utkarsh Upadhyay, Hamid R. Rabiee, and Manuel Gomez-Rodriguez. 2017. “RedQueen: An Online Algorithm for Smart Broadcasting in Social Networks.”
In Proceedings of the Tenth ACM International Conference on Web Search and Data Mining
, 51–60. WSDM ’17. New York, NY, USA: ACM Press.
Zinkevich, Martin. 2003. “Online Convex Programming and Generalized Infinitesimal Gradient Ascent.”
In Proceedings of the Twentieth International Conference on International Conference on Machine Learning
, 928–35. ICML’03. Washington, DC, USA: AAAI Press.