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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
Co-Authors
Alessandro Lazaric
Ambuj Tewari
Andreas Opelt
Axel Pinz
Csaba Szepesvári
Daniil Ryabko
François Laviolette
Jean-Yves Audibert
John Shawe-Taylor
Manfred K. Warmuth
Mark Herbster
Michael Fussenegger
Peter Stone
Robert C. Holte
Ronald Ortner
Rémi Munos
Shivaram Kalyanakrishnan
Thomas Jaksch
Wolfgang Maass
Yevgeny Seldin