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The computational power of optimization in online learning
16 references·0 citing·33 second hop
The computational power of optimization in online learning (2016)The computational power of optimization i…Introduction to Online Convex Optimization (2016)Introduction to Online Convex…Taming the Monster: A Fast and Simple Algorithm for Contextual Bandits (2014)Taming the Monster: A Fast an…Regret bounds for sleeping experts and bandits (2010)Regret bounds for sleeping ex…Online linear optimization and adaptive routing (2007)Online linear optimization an…Algorithmic Game Theory (2007)Algorithmic Game TheoryPrediction, Learning, and Games (2006)Prediction, Learning, and Gam…Efficient algorithms for online decision problems (2004)Efficient algorithms for onli…Playing large games using simple strategies (2003)Playing large games using sim…Online convex programming and generalized infinitesimal gradient ascent (2003)Online convex programming and…The Nonstochastic Multiarmed Bandit Problem (2002)The Nonstochastic Multiarmed …A Simple Adaptive Procedure Leading to Correlated Equilibrium (2000)A Simple Adaptive Procedure L…Adaptive Game Playing Using Multiplicative Weights (1999)Adaptive Game Playing Using M…Using and combining predictors that specialize (1997)Using and combining predictor…A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting (1997)A Decision-Theoretic Generali…Contributions to the Theory of Games. (1959)Contributions to the Theory o…An Iterative Method of Solving a Game (1951)An Iterative Method of Solvin…Finite-time Analysis of the Multiarmed Bandit Problem (2002)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)Some aspects of the sequential design of experiments (1952)Contributions to the Theory of Games (1952)Theory of Games and Statistical Decisions. (1955)Contributions to the theory of games. (1960)A General Class of Adaptive Strategies (2001)Nearly Tight Bounds for the Continuum-Armed Bandit Problem (2004)Stochastic Approximations and Differential Inclusions (2005)Subjectivity and correlation in randomized strategies (1974)Correlated Equilibrium as an Expression of Bayesian Rationality (1987)Experience-weighted Attraction Learning in Normal Form Games (1999)Multiagent systems: algorithmic, game-theoretic, and logical foundations (2009)Games and Decisions (2015)The Theory of Learning in Games (1998)Ad click prediction (2013)Equilibrium Points in Nonzero-Sum n -Person Submodular Games (1979)Evolutionary game dynamics (2003)Theory of Games and Economic Behavior (2006)Introduction to Multi-Armed Bandits (2019)How to use expert advice (1997)Algorithms for portfolio management based on the Newton method (2006)Combinatorial bandits (2012)From Bandits to Monte-Carlo Tree Search: The Optimistic Principle Applied to Optimization and Planning (2014)The Pricing of Options and Corporate Liabilities (1973)An Online Convex Optimization Approach to Proactive Network Resource Allocation (2017)A Marketplace for Data (2019)Survey on speech emotion recognition: Features, classification schemes, and databases (2010)Society-in-the-loop: programming the algorithmic social contract (2017)Agent-Based Modeling in Economics and Finance: Past, Present, and Future (2025)
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References

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  • 2006Prediction, Learning, and Games3,176 cited
  • 2007Algorithmic Game Theory2,416 cited
  • 2002The Nonstochastic Multiarmed Bandit Problem2,210 cited
  • 2003Online convex programming and generalized infinitesimal gradient ascent1,733 cited
  • 2000A Simple Adaptive Procedure Leading to Correlated Equilibrium1,089 cited
  • 1951An Iterative Method of Solving a Game867 cited
  • 2016Introduction to Online Convex Optimization814 cited
  • 2004Efficient algorithms for online decision problems595 cited
  • 1999Adaptive Game Playing Using Multiplicative Weights516 cited
  • 2003Playing large games using simple strategies387 cited
  • 1959Contributions to the Theory of Games.299 cited
  • 2014Taming the Monster: A Fast and Simple Algorithm for Contextual Bandits286 cited
  • 1997Using and combining predictors that specialize237 cited
  • 2010Regret bounds for sleeping experts and bandits200 cited
  • 2007Online linear optimization and adaptive routing

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