Research output

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2007
Published
A new PAC bound for intersection-closed concept classes
Auer, P. & Ortner, R., 2007, In: Machine learning. 66, p. 151-163
Research output: Contribution to journal › Article › Research › peer-review
Published
Improved Rates for the Stochastic Continuum-Armed Bandit Problem
Auer, P., Ortner, R. & Szepesvári, C., 2007, Proceedings of the 20th Annual Conference on Learning Theory. Springer, p. 454-468
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Published
Linear dependence of stationary distributions in ergodic Markov decision processes
Ortner, R., 2007, In: Operations Research Letters. 35, p. 619-626
Research output: Contribution to journal › Article › Research › peer-review
Published
Logarithmic online regret bounds for undiscounted reinforcement learning
Auer, P. & Ortner, R., 2007, Advances in Neural Information Processing Systems 19. MIT Press, p. 49-56
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Published
Non-backtracking random walks and cogrowth of graphs
Ortner, R. & Woess, W., 2007, In: Canadian journal of mathematics : Journal canadien de mathématiques. 59, p. 828-844
Research output: Contribution to journal › Article › Research › peer-review
Published
Pseudometrics for State Aggregation in Average Reward Markov Decision Processes
Ortner, R., 2007, Proceedings of the 18th International Conference on Algorithmic Learning Theory. p. 373-387
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
2006
Published
Hannan consistency in on-line learning in case of unbounded losses under partial monitoring
Allenberg, C., Auer, P., Györfi, L. & Ottucsák, G., 1 Jan 2006, Algorithmic Learning Theory - 17th International Conference, ALT 2006, Proceedings. Springer Berlin, p. 229-243 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4264 LNAI).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Published
A Simple Feature Extraction for High Dimensional Image Representations
Savu-Krohn, C. & Auer, P., 2006, Subspace, Latent Structure and Feature Selection. p. 163-172
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Published
A distributed voting scheme to maximize preferences
Auer, P. & Cesa-Bianchi, N., 2006, In: Theoretical Informatics and Applications = Informatique théorique et applications. p. 389-403
Research output: Contribution to journal › Article › Research › peer-review
Published
A reasoning system to track movements of totally occluded objects
Antenreiter, M. & Auer, P., 2006, International Cognitive Vision Workshop. Österr. Computer-Ges., p. 1-6
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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Research Portal

Research output

A new PAC bound for intersection-closed concept classes

Improved Rates for the Stochastic Continuum-Armed Bandit Problem

Linear dependence of stationary distributions in ergodic Markov decision processes

Logarithmic online regret bounds for undiscounted reinforcement learning

Non-backtracking random walks and cogrowth of graphs

Pseudometrics for State Aggregation in Average Reward Markov Decision Processes

Hannan consistency in on-line learning in case of unbounded losses under partial monitoring

A Simple Feature Extraction for High Dimensional Image Representations

A distributed voting scheme to maximize preferences

A reasoning system to track movements of totally occluded objects

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