litlas
Log inCreate account

Peter Auer

Active 1951–2025

131
Papers
24,024
Citations
53
h-index
85
i10-index

Citations

Citations per year for Peter Auer1896: 1 citations1954: 2 citations1955: 1 citations1958: 1 citations1959: 1 citations1960: 1 citations1962: 2 citations1963: 2 citations1964: 1 citations1966: 1 citations1972: 1 citations1975: 2 citations1976: 1 citations1978: 1 citations1979: 2 citations1980: 1 citations1981: 1 citations1982: 1 citations1985: 1 citations1989: 1 citations1990: 1 citations1991: 1 citations1993: 1 citations1994: 3 citations1995: 11 citations1996: 16 citations1997: 29 citations1998: 32 citations1999: 39 citations2000: 34 citations2001: 39 citations2002: 49 citations2003: 51 citations2004: 66 citations2005: 125 citations2006: 161 citations2007: 163 citations2008: 187 citations2009: 195 citations2010: 287 citations2011: 346 citations2012: 385 citations2013: 437 citations2014: 513 citations2015: 561 citations2016: 553 citations2017: 563 citations2018: 722 citations2019: 861 citations2020: 943 citations2021: 1,071 citations2022: 713 citations2023: 588 citations2024: 557 citations2025: 415 citations2026: 125 citations2027: 1 citations1897–1953: no citations, so these years are not shown1956–1957: no citations, so these years are not shown1961: no citations, so this year is not shown1965: no citations, so this year is not shown1967–1971: no citations, so these years are not shown1973–1974: no citations, so these years are not shown1977: no citations, so this year is not shown1983–1984: no citations, so these years are not shown1986–1988: no citations, so these years are not shown1992: no citations, so this year is not shown

Citation sources

Countries

World map of the countries and regions citing this authorUnited States: 3,152 citing papers, 29% of this breakdownChina: 1,294 citing papers, 11.9% of this breakdownFrance: 707 citing papers, 6.5% of this breakdownUnited Kingdom: 695 citing papers, 6.4% of this breakdownGermany: 507 citing papers, 4.6% of this breakdownCanada: 427 citing papers, 3.9% of this breakdownJapan: 357 citing papers, 3.3% of this breakdownIndia: 281 citing papers, 2.6% of this breakdownIsrael: 257 citing papers, 2.4% of this breakdownNetherlands: 252 citing papers, 2.3% of this breakdownItaly: 238 citing papers, 2.2% of this breakdownAustralia: 234 citing papers, 2.1% of this breakdown
0%29%Other 22.8%

Institutions

Fields

  • Computer Science45.1%
  • Decision Sciences35.4%
  • Engineering7.5%
  • Social Sciences2.3%
  • Arts and Humanities2.3%
  • Psychology1.4%
  • Other6%

Topics

  • 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%
  • Other65%

Coauthors

All papers

Open in search
  1. Finite-time Analysis of the Multiarmed Bandit Problem

    Authors: Peter Auer, Nicolò Cesa-Bianchi, Paul Fischer - Machine Learning, Mach. Learn. 2002 cited by 5,812

  2. The Nonstochastic Multiarmed Bandit Problem

    Authors: Peter Auer, Nicolò Cesa-Bianchi, Yoav Freund, Robert E. Schapire - SIAM Journal on Computing, SIAM J. Comput. 2002 cited by 2,252

  3. Using Confidence Bounds for Exploitation-Exploration Trade-offs

    Authors: Peter Auer - http://www.jmlr.org/papers/volume3/auer02a/auer02a.ps.gz, J. Mach. Learn. Res. 2002 cited by 1,257

  4. Finite-time Analysis of the Multi-armed Bandit Problem

    Authors: Peter Auer, Jyrki Kivinen - http://www.cs.berkeley.edu/~pabbeel/cs287-fa09/readings/Auer+al-UCB.pdf 2000 cited by 311

  5. UCB revisited: Improved regret bounds for the stochastic multi-armed bandit problem

    Authors: Peter Auer, Ronald Ortner - Periodica Mathematica Hungarica, Period. Math. Hung. 2010 cited by 292

  6. Upper-Confidence-Bound Algorithms for Active Learning in Multi-armed Bandits

    Authors: Alexandra Carpentier, Alessandro Lazaric, Mohammad Ghavamzadeh, Rémi Munos, Peter Auer - Lecture notes in computer science, ALT 2011 cited by 78

  7. Detecting Anomalous Multivariate Time-Series via Hybrid Machine Learning

    Authors: 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 cited by 28

  8. PAC-Bayesian Inequalities for Martingales

    Authors: Yevgeny Seldin, François Laviolette, Nicolò Cesa-Bianchi, John Shawe-Taylor, Peter Auer - IEEE Transactions on Information Theory, IEEE Trans. Inf. Theory 2012 cited by 77

  9. Logarithmic Online Regret Bounds for Undiscounted Reinforcement Learning

    Authors: Peter Auer, Ronald Ortner - The MIT Press eBooks, NIPS 2006 cited by 272

  10. A Sliding-Window Algorithm for Markov Decision Processes with Arbitrarily Changing Rewards and Transitions

    Authors: Pratik Gajane, Ronald Ortner, Peter Auer - arXiv (Cornell University), CoRR 2018 cited by 40

  11. Gambling in a rigged casino: The adversarial multi-armed bandit problem

    Authors: Peter Auer, Nicolò Cesa-Bianchi, Yoav Freund, Robert E. Schapire - Annual Foundations of Computer Science, FOCS 1995 cited by 34

  12. Using Upper Confidence Bounds for Online Learning

    Authors: Peter Auer - Proceedings 41st Annual Symposium on Foundations of Computer Science, FOCS 2000 cited by 53

  13. Regret Bounds for Restless Markov Bandits

    Authors: Ronald Ortner, Daniil Ryabko, Peter Auer, Rémi Munos - Lecture notes in computer science, ALT 2012 cited by 33

  14. Code-Switching in Conversation

    Authors: Peter Auer - 2013 cited by 389

  15. PAC Subset Selection in Stochastic Multi-armed Bandits

    Authors: Shivaram Kalyanakrishnan, Ambuj Tewari, Peter Auer, Peter Stone - http://www.cs.utexas.edu/~pstone/Papers/bib2html-links/ICML12-shivaram.pdf 2012 cited by 423

  16. Improved Rates for the Stochastic Continuum-Armed Bandit Problem

    Authors: Peter Auer, Ronald Ortner, Csaba Szepesvári - Lecture notes in computer science, COLT 2007 cited by 179

  17. Adaptively Tracking the Best Bandit Arm with an Unknown Number of Distribution Changes

    Authors: Peter Auer, Pratik Gajane, Ronald Ortner - COLT 2019 cited by 101

  18. Pareto Front Identification from Stochastic Bandit Feedback

    Authors: Peter Auer, Chao-Kai Chiang, Ronald Ortner, Madalina M. Drugan - AISTATS 2016 cited by 65

  19. Code Switching in Conversation: Language, Interaction and Identity

    Authors: Ursula Lanvers, Peter Auer - The Modern Language Review 2000 cited by 1,298

  20. Upper-Confidence-Bound Algorithms for Active Learning in Multi-Armed Bandits

    Authors: Alexandra Carpentier, Alessandro Lazaric, Mohammad Ghavamzadeh, Rémi Munos, Peter Auer, András Antos - arXiv (Cornell University), CoRR 2015 cited by 4

  21. One Speaker, Two Languages

    Authors: 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 cited by 427

  22. Gesprächsanalytisches Transkriptionssystem (GAT 2)

    Authors: 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 cited by 300

  23. Degree of Approximation Results for Feedforward Networks Approximating Unknown Mappings and Their Derivatives

    Authors: Kurt Hornik, Maxwell B. Stinchcombe, Halbert White, Peter Auer - Neural Computation, Neural Comput. 1994 cited by 175

  24. Bilingual Conversation

    Authors: Peter Auer - Pragmatics & beyond 1984 cited by 737