Peter Auer

Full Professor, University of Leoben

Joined

February 2019

Names

Peter Auer (Preferred)

Emails

****@unileoben.ac.at (Confirmed)

Personal Links

DBLP

Career & Education History

Full Professor

University of Leoben (unileoben.ac.at)

2003 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

PAC Subset Selection in Stochastic Multi-armed Bandits
Shivaram Kalyanakrishnan, Ambuj Tewari, Peter Auer, Peter Stone
- 2012 (modified: 16 Jul 2019)
- ICML 2012
- Readers: Everyone
PAC-Bayesian Analysis of Contextual Bandits
Yevgeny Seldin, Peter Auer, François Laviolette, John Shawe-Taylor, Ronald Ortner
- 2011 (modified: 11 Nov 2022)
- NIPS 2011
- Readers: Everyone
Workshop summary: On-line learning with limited feedback
Jean-Yves Audibert, Peter Auer, Alessandro Lazaric, Rémi Munos, Daniil Ryabko, Csaba Szepesvári
- 2009 (modified: 24 May 2022)
- ICML 2009
- Readers: Everyone
Near-optimal Regret Bounds for Reinforcement Learning
Peter Auer, Thomas Jaksch, Ronald Ortner
- 2008 (modified: 11 Nov 2022)
- NIPS 2008
- Readers: Everyone
Logarithmic Online Regret Bounds for Undiscounted Reinforcement Learning
Peter Auer, Ronald Ortner
- 2006 (modified: 11 Nov 2022)
- NIPS 2006
- Readers: Everyone
Generic Object Recognition with Boosting.
Andreas Opelt, Axel Pinz, Michael Fussenegger, Peter Auer
- 2006 (modified: 09 Nov 2022)
- IEEE Trans. Pattern Anal. Mach. Intell.2006
- Readers: Everyone
Weak Hypotheses and Boosting for Generic Object Detection and Recognition
Andreas Opelt, Michael Fussenegger, Axel Pinz, Peter Auer
- 2004 (modified: 11 Nov 2022)
- ECCV (2) 2004
- Readers: Everyone
On Learning From Multi-Instance Examples: Empirical Evaluation of a Theoretical Approach
Peter Auer
- 1997 (modified: 16 Jul 2019)
- ICML 1997
- Readers: Everyone
Exponentially many local minima for single neurons
Peter Auer, Mark Herbster, Manfred K. Warmuth
- 1995 (modified: 11 Nov 2022)
- NIPS 1995
- Readers: Everyone
Theory and Applications of Agnostic PAC-Learning with Small Decision Trees
Peter Auer, Robert C. Holte, Wolfgang Maass
- 1995 (modified: 04 Sept 2019)
- ICML 1995
- Readers: Everyone