Research output

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2002
Published
Using confidence bounds for exploitation-exploration trade-offs
Auer, P., 2002, In: Journal of machine learning research (JMLR). p. 397-422
Research output: Contribution to journal › Article › Research › peer-review
2000
Published
Adaptive and Self-Confident On-Line Learning Algorithms
Auer, P. & Gentile, C., 2000, Proceedings of the Thirteenth Annual Conference on Computational Learning Theory (COLT 2000). Springer, p. 107-117
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Published
An Improved On-line Algorithm for Learning Linear Evaluation Functions
Auer, P., 2000, Proceedings of the Thirteenth Annual Conference on Computational Learning Theory (COLT 2000). Springer, p. 118-125
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Published
Using Upper Confidence Bounds for Online Learning
Auer, P., 2000, 41th Annual Symposium on Foundations of Computer Science. p. 270-293
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
1999
Published
Finite Time Analysis of the Multiarmed Bandit Problem
Auer, P., Cesa-Bianchi, N. & Fischer, P., 1999, IT Workshop on Decision, Estimation, Classification and Imaging. p. ---
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Published
Structural Results About On-Line Learning Models With and Without Queries
Auer, P. & Long, P. M., 1999, In: Machine learning. 36, p. 147-181
Research output: Contribution to journal › Article › Research › peer-review
1998
Published
Approximating Hyper-Rechtangles: Learning and Pseudorandon Sets
Auer, P., Long, P. M. & Srinivasan, A., 1998, In: Journal of computer and system sciences (JCSS). 57, p. 376-388
Research output: Contribution to journal › Article › Research › peer-review
Published
Introduction to the Special Issue on Computational Learning Theory
Auer, P. & Maas, W., 1998, In: Algorithmica. 22, p. 1-2
Research output: Contribution to journal › Article › Research › peer-review
Published
On Learning from Ambiguous Information
Auer, P., 1998, In: Periodica polytechnica / Electrical engineering. 1, p. 115-122
Research output: Contribution to journal › Article › Research › peer-review
Published
On-line Learning with Malicious Noise and the Closure Algorithm
Auer, P. & Cesa-Bianchi, N., 1998, In: Annals of mathematics and artificial intelligence. 23, p. 83-99
Research output: Contribution to journal › Article › Research › peer-review

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Research Portal

Research output

Using confidence bounds for exploitation-exploration trade-offs

Adaptive and Self-Confident On-Line Learning Algorithms

An Improved On-line Algorithm for Learning Linear Evaluation Functions

Using Upper Confidence Bounds for Online Learning

Finite Time Analysis of the Multiarmed Bandit Problem

Structural Results About On-Line Learning Models With and Without Queries

Approximating Hyper-Rechtangles: Learning and Pseudorandon Sets

Introduction to the Special Issue on Computational Learning Theory

On Learning from Ambiguous Information

On-line Learning with Malicious Noise and the Closure Algorithm

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