Peter Auer
Orcid: 0000-0001-8385-9635
According to our database1,
Peter Auer
authored at least 91 papers
between 1991 and 2023.
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Bibliography
2023
Central Eur. J. Oper. Res., March, 2023
IEEE Trans. Instrum. Meas., 2023
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023
2022
Hybrid Machine Learning for Anomaly Detection in Industrial Time-Series Measurement Data.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2022
2021
Central Eur. J. Oper. Res., 2021
Proceedings of the 13th International Conference on Knowledge and Smart Technology, 2021
Proceedings of the IAIT 2021: The 12th International Conference on Advances in Information Technology, Bangkok, Thailand, 29 June 2021, 2021
2019
Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial Intelligence, 2019
Adaptively Tracking the Best Bandit Arm with an Unknown Number of Distribution Changes.
Proceedings of the Conference on Learning Theory, 2019
Achieving Optimal Dynamic Regret for Non-stationary Bandits without Prior Information.
Proceedings of the Conference on Learning Theory, 2019
2018
Online Learning With Randomized Feedback Graphs for Optimal PUE Attacks in Cognitive Radio Networks.
IEEE/ACM Trans. Netw., 2018
A Sliding-Window Algorithm for Markov Decision Processes with Arbitrarily Changing Rewards and Transitions.
CoRR, 2018
2017
Proceedings of the Encyclopedia of Machine Learning and Data Mining, 2017
Optimal Online Learning with Randomized Feedback Graphs with Application in PUE Attacks in CRN.
CoRR, 2017
2016
An algorithm with nearly optimal pseudo-regret for both stochastic and adversarial bandits.
Proceedings of the 29th Conference on Learning Theory, 2016
Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, 2016
2015
CoRR, 2015
2014
Proceedings of the Algorithmic Learning Theory - 25th International Conference, 2014
2013
2012
PAC-Bayes-Bernstein Inequality for Martingales and its Application to Multiarmed Bandits.
Proceedings of the Workshop on On-line Trading of Exploration and Exploitation 2, 2012
Proceedings of the 29th International Conference on Machine Learning, 2012
Evaluation and Analysis of the Performance of the EXP3 Algorithm in Stochastic Environments.
Proceedings of the Tenth European Workshop on Reinforcement Learning, 2012
2011
Proceedings of the Multimedia Analysis, Processing and Communications, 2011
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011
Proceedings of the Adaptive and Intelligent Systems - Second International Conference, 2011
Proceedings of the Recent Advances in Reinforcement Learning - 9th European Workshop, 2011
Proceedings of the Discovery Science - 14th International Conference, 2011
Proceedings of the Algorithmic Learning Theory - 22nd International Conference, 2011
Models for Autonomously Motivated Exploration in Reinforcement Learning - (Extended Abstract).
Proceedings of the Algorithmic Learning Theory - 22nd International Conference, 2011
2010
Period. Math. Hung., 2010
Proceedings of the First Workshop on Applications of Pattern Analysis, 2010
Exploration-Exploitation of Eye Movement Enriched Multiple Feature Spaces for Content-Based Image Retrieval.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2010
2009
Proceedings of the Computer Vision Systems, 2009
Proceedings of the 26th Annual International Conference on Machine Learning, 2009
2008
Proceedings of the Encyclopedia of Algorithms - 2008 Edition, 2008
A learning rule for very simple universal approximators consisting of a single layer of perceptrons.
Neural Networks, 2008
J. Comput. Syst. Sci., 2008
Proceedings of the Workshops Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008
2007
Proceedings of the Learning Theory, 20th Annual Conference on Learning Theory, 2007
2006
IEEE Trans. Pattern Anal. Mach. Intell., 2006
RAIRO Theor. Informatics Appl., 2006
Proceedings of the Advances in Neural Information Processing Systems 19, 2006
Proceedings of the Artificial Neural Networks in Pattern Recognition, Second IAPR Workshop, 2006
Hannan Consistency in On-Line Learning in Case of Unbounded Losses Under Partial Monitoring.
Proceedings of the Algorithmic Learning Theory, 17th International Conference, 2006
2005
Proceedings of the Subspace, 2005
2004
Proceedings of the 17th International Conference on Pattern Recognition, 2004
Proceedings of the Machine Learning: ECML 2004, 2004
Proceedings of the Computer Vision, 2004
2002
J. Mach. Learn. Res., 2002
The InfoSky visual explorer: exploiting hierarchical structure and document similarities.
Inf. Vis., 2002
Proceedings of the Artificial Neural Networks, 2002
2000
Electron. Colloquium Comput. Complex., 2000
Electron. Colloquium Comput. Complex., 2000
Electron. Colloquium Comput. Complex., 2000
Electron. Colloquium Comput. Complex., 2000
Electron. Colloquium Comput. Complex., 2000
Electron. Colloquium Comput. Complex., 2000
Proceedings of the 41st Annual Symposium on Foundations of Computer Science, 2000
Adaptive and Self-Confident On-Line Learning Algorithms.
Proceedings of the Thirteenth Annual Conference on Computational Learning Theory (COLT 2000), June 28, 2000
An Improved On-line Algorithm for Learning Linear Evaluation Functions.
Proceedings of the Thirteenth Annual Conference on Computational Learning Theory (COLT 2000), June 28, 2000
1999
Mach. Learn., 1999
1998
J. Comput. Syst. Sci., 1998
1997
Theor. Comput. Sci., 1997
The Perceptron Algorithm Versus Winnow: Linear Versus Logarithmic Mistake Bounds when Few Input Variables are Relevant (Technical Note).
Artif. Intell., 1997
On Learning From Multi-Instance Examples: Empirical Evaluation of a Theoretical Approach.
Proceedings of the Fourteenth International Conference on Machine Learning (ICML 1997), 1997
1996
Proceedings of the Fifteenth Annual ACM Symposium on Principles of Distributed Computing, 1996
Learning of Depth Two Neural Networks with Constant Fan-In at the Hidden Nodes (Extended Abstract).
Proceedings of the Ninth Annual Conference on Computational Learning Theory, 1996
1995
Proceedings of the Advances in Neural Information Processing Systems 8, 1995
Proceedings of the Machine Learning, 1995
Proceedings of the 36th Annual Symposium on Foundations of Computer Science, 1995
1994
Degree of Approximation Results for Feedforward Networks Approximating Unknown Mappings and Their Derivatives.
Neural Comput., 1994
1991
Proceedings of the Word Equations and Related Topics, Second International Workshop, 1991
Proceedings of the Word Equations and Related Topics, Second International Workshop, 1991