PASCAL - Pattern 
Analysis, Statistical Modelling and Computational Learning

PASCAL Network

Full NamePeter Auer
TitleProfessor
SiteUniversity of Leoben
StatusResearcher
Tel+ 43 384 240 215 00
Fax+ 43 384 240 215 02
WWWwww.unileoben.ac.at/~auer/

Research Interests
Computational, Information-Theoretic Learning with Statistics
Learning/Statistics & Optimisation
Theory & Algorithms
Machine Vision
Information Retrieval & Textual Information Access
User Modelling for Computer Human Interaction
Publications

Number of records: 63.

Improved Rates for the Stochastic Continuum-Armed Bandit Problem Peter Auer, Ronald Ortner and Csaba Szepesvari Book Section Item not available online. (June 2007)
A new PAC bound for intersection-closed concept classes Peter Auer and Ronald Ortner Conference or Workshop Item Item not available online. (July 2004)
A new PAC bound for intersection-closed concept classes Peter Auer and Ronald Ortner Article (May 2006)
A boosting approach to multiple instance learning Peter Auer and Ronald Ortner Article Item not available online. (August 2005)
A boosting approach to multiple instance learning Peter Auer and Ronald Ortner Conference or Workshop Item Item not available online. (September 2004)
A distributed voting scheme to maximize preferences Peter Auer and Nicolò Cesa-Bianchi Article Item not available online. (2006)
A learning rule for very simple universal approximators consisting of a single layer of perceptrons Peter Auer, Harald Burgsteiner and Wolfgang Maass Monograph Item availablity restricted. (18 February 2005)
A learning rule for very simple universal approximators consisting of a single layer of perceptrons Peter Auer, Harald Burgsteiner and Wolfgang Maass Article Item not available online. (2008)
A Machine Learning (Theory) Perspective on Computer Vision Peter Auer Conference or Workshop Item (09 May 2008)
A reasoning system to track movements of totally occluded objects Martin Antenreiter and Peter Auer Conference or Workshop Item (May 2006)
A Simple Feature Extraction for High Dimensional Image Representations Christian Savu-Krohn and Peter Auer Book Section Item not available online. (2005)
A Simple Feature Extraction for High Dimensional Image Representations Christian Savu-Krohn and Peter Auer Conference or Workshop Item Item not available online. (July 2005)
An efficient search algorithm for content-based image retrieval with user feedback Alex Leung and Peter Auer Article Item not available online. (December 2008)
Analysis of Optimistic Algorithms for the Exploration/Exploitation Trade-Off Peter Auer Conference or Workshop Item (18 June 2008)
Autonomous Exploration For Navigating In MDPs Shiau Hong Lim and Peter Auer Conference or Workshop Item Item availablity restricted. (14 February 2012)
Combining Classifiers for Improved Multilabel Image Classification Martin Antenreiter, Ronald Ortner and Peter Auer Conference or Workshop Item (September 2009)
Combining Classifiers for Improved Multilabel Image Classification Martin Antenreiter, Ronald Ortner and Peter Auer Conference or Workshop Item Item not available online. (07 September 2009)
Competitive Reinforcement Learning Peter Auer Conference or Workshop Item (10 December 2005)
Consistent interpretation of image sequences to improve object models on the fly Johann Prankl, Martin Antenreiter, Peter Auer and Markus Vincze Book Section Item availablity restricted. (October 2009)
Enhancing Visual Object Detection with Semantic Tagging Shiau Hong Lim and Peter Auer Monograph Item availablity restricted. (2010)
Evaluation and Analysis of the Performance of the EXP3 Algorithm in Stochastic Environments Yevgeny Seldin, Csaba Szepesvári, Peter Auer and Yasin Abbasi-Yadkori Article (12 January 2013)
Exploration-Exploitation of Eye Movement Enriched Multiple Feature Spaces for Content-Based Image Retrieval Zakria Hussain, Alex Leung, Kitsuchart Pasupa, David Hardoon, Peter Auer and John Shawe-Taylor Conference or Workshop Item (20 September 2010)
Generic object recognition with boosting Andreas Opelt, Michael Fussenegger, Axel Pinz and Peter Auer Article Item not available online. (15 April 2005)
Generic object recognition with boosting Andreas Opelt, Michael Fussenegger, Axel Pinz and Peter Auer Monograph (September 2004)
Hannan consistency in on-line learning in case of unbounded losses under partial monitoring Chamy Allenberg, Peter Auer, Laszlo Györfi and György Ottucsak Article Item not available online. (07 October 2006)
Learning Theory, 18th Annual Conference on Learning Theory, COLT 2005, Bertinoro, Italy, June 27-30, 2005, Proceedings Book Item not available online. (27 June 2005)
Learning with Malicious Noise Peter Auer Other Item availablity restricted. (30 April 2007)
Learning with Malicious Noise Peter Auer Book Section Item not available online. (2008)
Logarithmic Online Regret Bound for Undiscounted Reinforcement Learning Peter Auer and Ronald Ortner Conference or Workshop Item Item not available online. (August 2006)
Logarithmic Online Regret Bounds for Undiscounted Reinforcement Learning Peter Auer and Ronald Ortner Book Section Item not available online. (June 2006)
Models for Trading Exploration and Exploitation using Upper Confidence Bounds Peter Auer Conference or Workshop Item (06 July 2005)
Near-optimal Regret Bounds for Reinforcement Learning Peter Auer, Thomas Jaksch and Ronald Ortner Other (December 2007)
Near-optimal Regret Bounds for Reinforcement Learning Peter Auer, Thomas Jaksch and Ronald Ortner Book Section (2009)
Near-optimal Regret Bounds for Reinforcement Learning Peter Auer, Thomas Jaksch and Ronald Ortner Monograph (February 2009)
Near-optimal Regret Bounds for Reinforcement Learning Peter Auer, Thomas Jaksch and Ronald Ortner Conference or Workshop Item (09 December 2008)
Near-optimal Regret Bounds for Reinforcement Learning Peter Auer, Thomas Jaksch and Ronald Ortner Conference or Workshop Item (09 December 2008)
Near-optimal Regret Bounds for Reinforcement Learning Thomas Jaksch, Ronald Ortner and Peter Auer Article (2010)
Noisy Search with Comparative Feedback Shiau Hong Lim and Peter Auer Conference or Workshop Item (2011)
Object recognition using geometric properties and a variant of boosting Martin Antenreiter and Peter Auer Book Section Item not available online. (2005)
Object recognition using segmentation for feature detection (ICPR) Michael Fussenegger, Andreas Opelt, Axel Pinz and Peter Auer Conference or Workshop Item Item not available online. (August 2004)
Object recognition using segmentation for feature detection (OeAGM) Michael Fussenegger, Andreas Opelt, Axel Pinz and Peter Auer Conference or Workshop Item (June 2004)
On the loss version of the adversarial multi-armed bandit problem Chamy Allenberg and Peter Auer Monograph Item availablity restricted. (14 March 2005)
On-line Learning Peter Auer Other Item availablity restricted. (03 January 2007)
On-line Learning Peter Auer Other Item availablity restricted. (03 January 2007)
On-line Learning Peter Auer Other Item availablity restricted. (01 March 2010)
Online Regret Bounds for a New Reinforcement Learning Algorithm Peter Auer and Ronald Ortner Conference or Workshop Item Item not available online. (2005)
Online Regret Bounds for a New Reinforcement Learning Algorithm Peter Auer and Ronald Ortner Conference or Workshop Item Item not available online. (2005)
Online Regret Bounds for a New Reinforcement Learning Algorithm Peter Auer and Ronald Ortner Other Item not available online. (2005)
PAC-Bayes-Bernstein Inequality for Martingales and its Application to Multiarmed Bandits Yevgeny Seldin, Nicolò Cesa-Bianchi, Peter Auer, François Laviolette and John Shawe-Taylor Article (02 May 2012)
PAC-Bayes-Bernstein inequality for martingales and its application to multiarmed bandits Yevgeny Seldin, Nicolò Cesa-Bianchi, Peter Auer, Francois Laviolette and John Shawe-Taylor Conference or Workshop Item (2012)
PAC-Bayesian Analysis of Contextual Bandits Yevgeny Seldin, Peter Auer, François Laviolette, John Shawe-Taylor and Ronald Ortner Conference or Workshop Item (December 2011)
PAC-Bayesian Analysis of Martingales and Multiarmed Bandits Yevgeny Seldin, François Laviolette, John Shawe-Taylor, Jan Peters and Peter Auer Monograph (19 May 2011)
PAC-Bayesian Analysis of the Exploration-Exploitation Trade-off Yevgeny Seldin, Nicolò Cesa-Bianchi, François Laviolette, Peter Auer, John Shawe-Taylor and Jan Peters Conference or Workshop Item (20 May 2011)
PAC-Bayesian Inequalities for Martingales Yevgeny Seldin, François Laviolette, Nicolò Cesa-Bianchi, John Shawe-Taylor and Peter Auer Article Item not available online. (December 2012)
Pinview: Implicit Feedback in Content-Based Image Retrieval Peter Auer, Zakria Hussain, Samuel Kaski, Arto Klami, Jussi Kujala, Jorma Laaksonen, Alex Leung, Kitsuchart Pasupa and John Shawe-Taylor Book Section (2010)
Pinview: Implicit Feedback in Content-Based Image Retrieval Peter Auer, Zakria Hussain, Samuel Kaski, Arto Klami, Jussi Kujala, Jorma Laaksonen, Alex Leung, Kitsuchart Pasupa and John Shawe-Taylor Conference or Workshop Item (25 June 2010)
Pinview: Implicit Feedback in Content-Based Image Retrieval Peter Auer, Zakria Hussain, Samuel Kaski, Arto Klami, Jussi Kujala, Jorma Laaksonen, Alex Leung, Kitsuchart Pasupa and John Shawe-Taylor Conference or Workshop Item (01 September 2010)
Regret Bounds for Restless Markov Bandits Ronald Ortner, Daniil Ryabko, Peter Auer and Rémi Munos Article Item not available online. (29 January 2013)
UCB Revisited: Improved Regret Bounds for the Stochastic Multi-Armed Bandit Problem Peter Auer and Ronald Ortner Article Item not available online. (2010)
Using a spatio-temporal reasoning system to improve object models on the fly Martin Antenreiter, Johann Prankl, Markus Vincze and Peter Auer Book Section Item availablity restricted. (May 2009)
Visual Classification of Images by Learning Geometric Appearances through Boosting Martin Antenreiter, Christian Savu-Krohn and Peter Auer Conference or Workshop Item Item not available online. (2006)
Visual classification of images by learning geometric appearances through boosting Martin Antenreiter, Christian Savu-Krohn and Peter Auer Book Section (2006)
Weak hypotheses and boosting for generic object detection and recognition Andreas Opelt, Michael Fussenegger, Axel Pinz and Peter Auer Conference or Workshop Item Item not available online. (May 2004)

This list was generated on Sat Nov 1 02:33:15 GMT 2014.