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Improved Rates for the Stochastic Continuum-Armed Bandit Problem
Peter Auer, Ronald Ortner and Csaba Szepesvari
Book Section
Item not available online.
(June 2007)
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|
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)
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 |
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)
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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)
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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)
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|
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)
|
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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)
|
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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)
|
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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)
|
|
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)
|