Peter Auer
Research output
- Published
Understanding the Gaps in Satisficing Bandits
Rouyer, C., Ortner, R. & Auer, P., 2024.Research output: Contribution to conference › Poster › Research › peer-review
- Published
UCB Revisited: Improved Regret Bounds for the Stochastic Multi-Armed Bandit Problem
Auer, P. & Ortner, R., 2010, In: Periodica Mathematica Hungarica. 61, p. 55-65Research output: Contribution to journal › Article › Research › peer-review
- Published
Tracking the Best Disjunction
Auer, P. & Warmuth, M. K., 1995, Proc. of the 36th Annual Sympsoium on Foundations of Computer Science. p. 312-321Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
- Published
Tracking the Best Disjunction
Auer, P. & Warmuth, M. K., 1998, In: Machine learning. 32, p. 127-150Research output: Contribution to journal › Article › Research › peer-review
- Published
Tight Bounds on the Cumulative Profit of Distributed Voters
Auer, P., Caianiello, P. & Cesa-Bianchi, N., 1996, Proc. of the 15th Annual ACM Symposium on Principles of Distributed Computing. p. 312-312Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
- Published
The Perceptron algorithm vs. Winnow: linear vs. logarithmic mistake bounds when few input variables are relevant
Auer, P., Kivinen, J. & Warmuth, M. K., 1997, In: Artificial intelligence. p. 325-343Research output: Contribution to journal › Article › Research › peer-review
The Perceptron algorithm versus Winnow: Linear versus logarithmic mistake bounds when few input variables are relevant
Kivinen, J., Warmuth, M. K. & Auer, P., 1 Dec 1997, In: Artificial intelligence. 97, 1-2, p. 325-343 19 p.Research output: Contribution to journal › Article › Research › peer-review
- Published
Theory and Applications of Agnostic (PAC)-Learning with Small Decision Trees
Auer, P., Holte, R. C. & Maass, W., 1995, Proc. of the 12th International Machine Learning Conference. p. 21-29Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
- Published
The Number of Points of an Empirical or (Poisson) Process Covered by Unions of Sets
Auer, P. & Hornik, K., 1996, In: Journal of multivariate analysis (JMVAAI). p. 37-51Research output: Contribution to journal › Article › Research › peer-review
- Published
The nonstochastic multiarmed bandit problem
Auer, P., Cesa-Bianchi, N., Freund, N. & Schapire, R. E., 2002, In: SIAM Journal on Computing. 32 (1), p. 48-77Research output: Contribution to journal › Article › Research › peer-review
