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Peter Bartlett - Publications

Affiliations: 
Electrical Engineering and Computer Science University of California, Berkeley, Berkeley, CA, United States 
Area:
Artificial Intelligence (AI), machine learning, statistical learning theory; Control, Intelligent Systems, and Robotics (CIR)
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12 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2015 Rubinstein JH, Rubinstein BIP, Bartlett PL. Bounding embeddings of VC classes into maximum classes Measures of Complexity: Festschrift For Alexey Chervonenkis. 303-325. DOI: 10.1007/978-3-319-21852-6_21  0.474
2013 Bartlett P, Grünwald P, Harremöes P, Hedayati F, Kotłowski W. Horizon-independent optimal prediction with log-loss in exponential families Journal of Machine Learning Research. 30: 639-661.  0.654
2012 Agarwal A, Bartlett PL, Ravikumar P, Wainwright MJ. Information-theoretic lower bounds on the oracle complexity of stochastic convex optimization Ieee Transactions On Information Theory. 58: 3235-3249. DOI: 10.1109/Tit.2011.2182178  0.314
2012 Barth A, Rubinstein BIP, Sundararajan M, Mitchell JC, Song D, Bartlett PL. A Learning-based approach to reactive security Ieee Transactions On Dependable and Secure Computing. 9: 482-493. DOI: 10.1109/Tdsc.2011.42  0.48
2012 Hedayati F, Bartlett PL. The optimality of Jeffreys prior for online density estimation and the asymptotic normality of maximum likelihood estimators Journal of Machine Learning Research. 23: 7.1-7.13.  0.657
2012 Hedayati F, Bartlett PL. Exchangeability characterizes optimality of sequential normalized maximum likelihood and Bayesian prediction with jeffreys prior Journal of Machine Learning Research. 22: 504-510.  0.652
2010 Rubinstein BIP, Bartlett PL, Rubinstein JH. Corrigendum to "Shifting: One-inclusion mistake bounds and sample compression" [J. Comput. System Sci. 75 (1) (2009) 37-59] (DOI:10.1016/j.jcss.2008.07.005) Journal of Computer and System Sciences. 76: 278-280. DOI: 10.1016/j.jcss.2010.03.001  0.458
2009 Rosenberg DS, Sindhwani V, Bartlett PL, Niyogi P. Multiview point cloud kernels for semisupervised learning [Lecture Notes] Ieee Signal Processing Magazine. 26: 145-148. DOI: 10.1109/Msp.2009.933383  0.327
2009 Rubinstein BIP, Bartlett PL, Rubinstein JH. Shifting: One-inclusion mistake bounds and sample compression Journal of Computer and System Sciences. 75: 37-59. DOI: 10.1016/j.jcss.2008.07.005  0.528
2008 Barreno M, Bartlett PL, Chi FJ, Joseph AD, Nelson B, Rubinstein BIP, Saini U, Tygar JD. Open problems in the security of learning Proceedings of the Acm Conference On Computer and Communications Security. 19-25. DOI: 10.1145/1456377.1456382  0.482
2007 Rubinstein BIP, Bartlett PL, Rubinstein JH. Shifting, one-inclusion mistake bounds and tight multiclass expected risk bounds Advances in Neural Information Processing Systems. 1193-1200.  0.529
1999 Bartlett P, Lugosi G. An inequality for uniform deviations of sample averages from their means Statistics and Probability Letters. 44: 55-62. DOI: 10.1016/S0167-7152(98)00291-0  0.337
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