Peter Auer
1951–2025 年に発表
- 131
- 論文数
- 24,024
- 被引用数
- 53
- h 指数
- 85
- i10 指数
被引用数
引用元
国・地域
機関
分野
- Computer Science45.1%
- Decision Sciences35.4%
- Engineering7.5%
- Social Sciences2.3%
- Arts and Humanities2.3%
- Psychology1.4%
- その他6%
トピック
- Advanced Bandit Algorithms Research14.7%
- Reinforcement Learning in Robotics7.1%
- Machine Learning and Algorithms5.4%
- Optimization and Search Problems3.4%
- Auction Theory and Applications2.3%
- Data Stream Mining Techniques2.1%
- その他65%
共著者
- Ronald Ortner15
- Nicolò Cesa-Bianchi9
- John Shawe-Taylor7
- Philip M. Long6
- Pratik Gajane6
- Wolfgang Maass6
- Yevgeny Seldin6
- François Laviolette5
- Manfred K. Warmuth5
- Alex Po Leung4
- Csaba Szepesvári4
- Kitsuchart Pasupa4
- Rémi Munos4
- Shiau Hong Lim4
- Alessandro Lazaric3
- Alexander Clark3
- Andreas Opelt3
- Axel Pinz3
- Christian Savu-Krohn3
- Frans Hinskens3
- Margret Selting3
- Martin Antenreiter3
- Michael Fussenegger3
- Susanne Günthner3
全論文
- Finite-time Analysis of the Multiarmed Bandit Problem
著者: Peter Auer, Nicolò Cesa-Bianchi, Paul Fischer - Machine Learning, Mach. Learn. 2002 被引用: 5,812
- The Nonstochastic Multiarmed Bandit Problem
著者: Peter Auer, Nicolò Cesa-Bianchi, Yoav Freund, Robert E. Schapire - SIAM Journal on Computing, SIAM J. Comput. 2002 被引用: 2,252
- Using Confidence Bounds for Exploitation-Exploration Trade-offs
著者: Peter Auer - http://www.jmlr.org/papers/volume3/auer02a/auer02a.ps.gz, J. Mach. Learn. Res. 2002 被引用: 1,257
- Finite-time Analysis of the Multi-armed Bandit Problem
著者: Peter Auer, Jyrki Kivinen - http://www.cs.berkeley.edu/~pabbeel/cs287-fa09/readings/Auer+al-UCB.pdf 2000 被引用: 311
- UCB revisited: Improved regret bounds for the stochastic multi-armed bandit problem
著者: Peter Auer, Ronald Ortner - Periodica Mathematica Hungarica, Period. Math. Hung. 2010 被引用: 292
- Upper-Confidence-Bound Algorithms for Active Learning in Multi-armed Bandits
著者: Alexandra Carpentier, Alessandro Lazaric, Mohammad Ghavamzadeh, Rémi Munos, Peter Auer - Lecture notes in computer science, ALT 2011 被引用: 78
- Detecting Anomalous Multivariate Time-Series via Hybrid Machine Learning
著者: Anika Terbuch, Paul O'Leary, Negin Khalili-Motlagh-Kasmaei, Peter Auer, Alexander Zöhrer, Vincent Winter - IEEE Transactions on Instrumentation and Measurement, IEEE Trans. Instrum. Meas. 2023 被引用: 28
- PAC-Bayesian Inequalities for Martingales
著者: Yevgeny Seldin, François Laviolette, Nicolò Cesa-Bianchi, John Shawe-Taylor, Peter Auer - IEEE Transactions on Information Theory, IEEE Trans. Inf. Theory 2012 被引用: 77
- Logarithmic Online Regret Bounds for Undiscounted Reinforcement Learning
著者: Peter Auer, Ronald Ortner - The MIT Press eBooks, NIPS 2006 被引用: 272
- A Sliding-Window Algorithm for Markov Decision Processes with Arbitrarily Changing Rewards and Transitions
著者: Pratik Gajane, Ronald Ortner, Peter Auer - arXiv (Cornell University), CoRR 2018 被引用: 40
- Gambling in a rigged casino: The adversarial multi-armed bandit problem
著者: Peter Auer, Nicolò Cesa-Bianchi, Yoav Freund, Robert E. Schapire - Annual Foundations of Computer Science, FOCS 1995 被引用: 34
- Using Upper Confidence Bounds for Online Learning
著者: Peter Auer - Proceedings 41st Annual Symposium on Foundations of Computer Science, FOCS 2000 被引用: 53
- Regret Bounds for Restless Markov Bandits
著者: Ronald Ortner, Daniil Ryabko, Peter Auer, Rémi Munos - Lecture notes in computer science, ALT 2012 被引用: 33
- Code-Switching in Conversation
著者: Peter Auer - 2013 被引用: 389
- PAC Subset Selection in Stochastic Multi-armed Bandits
著者: Shivaram Kalyanakrishnan, Ambuj Tewari, Peter Auer, Peter Stone - http://www.cs.utexas.edu/~pstone/Papers/bib2html-links/ICML12-shivaram.pdf 2012 被引用: 423
- Improved Rates for the Stochastic Continuum-Armed Bandit Problem
著者: Peter Auer, Ronald Ortner, Csaba Szepesvári - Lecture notes in computer science, COLT 2007 被引用: 179
- Adaptively Tracking the Best Bandit Arm with an Unknown Number of Distribution Changes
著者: Peter Auer, Pratik Gajane, Ronald Ortner - COLT 2019 被引用: 101
- Pareto Front Identification from Stochastic Bandit Feedback
著者: Peter Auer, Chao-Kai Chiang, Ronald Ortner, Madalina M. Drugan - AISTATS 2016 被引用: 65
- Code Switching in Conversation: Language, Interaction and Identity
著者: Ursula Lanvers, Peter Auer - The Modern Language Review 2000 被引用: 1,298
- Upper-Confidence-Bound Algorithms for Active Learning in Multi-Armed Bandits
著者: Alexandra Carpentier, Alessandro Lazaric, Mohammad Ghavamzadeh, Rémi Munos, Peter Auer, András Antos - arXiv (Cornell University), CoRR 2015 被引用: 4
- One Speaker, Two Languages
著者: Lesley Milroy, Lesley Milroy, Louise Dabène, Anna Giacalone Ramat, Penelope Gardner-Chloros, Marilyn Martin-Jones, Peter Auer, Lesley Milroy, Monica Heller, Pieter Muysken, Shana Poplack, Carol Myers-Scotton, François Grosjean, Regina Köppe, Kenneth Hyltenstam, Andrée Tabouret-Keller - Cambridge University Press eBooks 1995 被引用: 427
- Gesprächsanalytisches Transkriptionssystem (GAT 2)
著者: Margret Selting, Peter Auer, Dagmar Barth-Weingarten, Jörg Bergmann, Pia Bergmann, Karin Birkner, Elizabeth Couper‐Kuhlen, Arnulf Deppermann, Peter Gilles, Susanne Günthner, Martin Hartung, Friederike Kern, Christine Mertzlufft, Christian Meyer, Miriam Morek, Frank Oberzaucher, Jörg Peters, Uta Μ. Quasthoff, Wilfried Schütte, Anja Stukenbrock, Susanne Uhmann - 1998 被引用: 300
- Degree of Approximation Results for Feedforward Networks Approximating Unknown Mappings and Their Derivatives
著者: Kurt Hornik, Maxwell B. Stinchcombe, Halbert White, Peter Auer - Neural Computation, Neural Comput. 1994 被引用: 175
- Bilingual Conversation
著者: Peter Auer - Pragmatics & beyond 1984 被引用: 737
