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A Survey of Preference-Based Online Learning with Bandit Algorithms
16 references·0 citing·34 second hop
A Survey of Preference-Based Online Learning with Bandit Algorithms (2014)A Survey of Preference-Based Online Learn…Combinatorial bandits (2012)Combinatorial banditsPreference Learning (2010)Preference LearningBest Arm Identification in Multi-Armed Bandits (2010)Best Arm Identification in Mu…Interactively optimizing information retrieval systems as a dueling bandits problem (2009)Interactively optimizing info…Stochastic Linear Optimization Under Bandit Feedback (2008)Stochastic Linear Optimizatio…A Short Introduction to Computational Social Choice (2007)A Short Introduction to Compu…Prediction, Learning, and Games (2006)Prediction, Learning, and Gam…Internet and Network Economics (2005)Internet and Network EconomicsOnline convex optimization in the bandit setting: gradient descent without a gradient (2004)Online convex optimization in…PAC Bounds for Multi-armed Bandit and Markov Decision Processes (2002)PAC Bounds for Multi-armed Ba…Finite-time Analysis of the Multiarmed Bandit Problem (2002)Finite-time Analysis of the M…Axioms of Cooperative Decision Making (1988)Axioms of Cooperative Decisio…Utility Theory for Decision Making (1971)Utility Theory for Decision M…UTILITY THEORY FOR DECISION MAKING (1970)UTILITY THEORY FOR DECISION M…Rank Correlation Methods. (1957)Rank Correlation Methods.Rank Correlation Methods. (1956)Rank Correlation Methods.Some aspects of the sequential design of experiments (1952)Almost Optimal Exploration in Multi-Armed Bandits (2013)Safe Exploration for Optimization with Gaussian Processes (2015)A unified framework for stochastic optimization (2018)A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting (1997)Online Learning and Online Convex Optimization (2011)Online Learning and Online Convex Optimization (2012)Regret Analysis of Stochastic and Nonstochastic Multi-armed Bandit Problems (2012)Theory of games and economic behavior (2019)Exponentiated Gradient versus Gradient Descent for Linear Predictors (1997)Online convex programming and generalized infinitesimal gradient ascent (2003)Nearly Tight Bounds for the Continuum-Armed Bandit Problem (2004)Multi-armed bandits in metric spaces (2008)Linearly Parameterized Bandits (2010)Introduction to Stochastic Programming (2011)Using confidence bounds for exploitation-exploration trade-offs (2003)Contextual Bandits with Linear Payoff Functions (2011)Thompson Sampling for Contextual Bandits with Linear Payoffs (2012)Learning to Optimize via Posterior Sampling (2014)The Framing of Decisions and the Psychology of Choice (1981)Maxmin expected utility with non-unique prior (1989)Time Discounting and Time Preference: A Critical Review (2002)On the Failure to Eliminate Hypotheses in a Conceptual Task (1960)Personal Religious Orientation and Prejudice. (1967)Increasing Returns and Long-Run Growth (1986)Information-Theoretic Regret Bounds for Gaussian Process Optimization in the Bandit Setting (2012)On Economic Inequality (1973)Decomposition procedures for distributional analysis: a unified framework based on the Shapley value (2012)On the Methodological Framework of Composite Indices: A Review of the Issues of Weighting, Aggregation, and Robustness (2018)The structure of random utility models (1977)The Framing of Decisions and the Psychology of Choice (1985)Pre-Test-Market Evaluation of New Packaged Goods: A Model and Measurement Methodology (1978)Therapist Ratings of Frequency and Severity of Marital Problems: Implications for Research* (1981)Distance-based and ad hoc consensus models in ordinal preference ranking (2005)
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References

  • 1957Rank Correlation Methods.6,385 cited
  • 2002Finite-time Analysis of the Multiarmed Bandit Problem5,980 cited
  • 2006Prediction, Learning, and Games3,176 cited
  • 1971Utility Theory for Decision Making2,460 cited
  • 1970UTILITY THEORY FOR DECISION MAKING1,614 cited
  • 1956Rank Correlation Methods.1,560 cited
  • 1988Axioms of Cooperative Decision Making1,279 cited
  • 2004Online convex optimization in the bandit setting: gradient descent without a gradient599 cited
  • 2008Stochastic Linear Optimization Under Bandit Feedback581 cited
  • 2010Best Arm Identification in Multi-Armed Bandits418 cited
  • 2012Combinatorial bandits320 cited
  • 2005Internet and Network Economics318 cited
  • 2002PAC Bounds for Multi-armed Bandit and Markov Decision Processes300 cited
  • 2009Interactively optimizing information retrieval systems as a dueling bandits problem268 cited
  • 2007A Short Introduction to Computational Social Choice264 cited
  • 2010Preference Learning251 cited

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