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Change Point Detection and Meta-Bandits for Online Learning in Dynamic Environments
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Change Point Detection and Meta-Bandits for Online Learning in Dynamic Environments (2007)Change Point Detection and Meta-Bandits f…Logarithmic Online Regret Bounds for Undiscounted Reinforcement Learning (2007)Logarithmic Online Regret Bou…Prediction, Learning, and Games (2006)Prediction, Learning, and Gam…Optimal and Asymptotically Optimal CUSUM Rules for Change Point Detection in the Brownian Motion Model with Multiple Alternatives (2006)Optimal and Asymptotically Op…Detecting Change in Data Streams (2004)Detecting Change in Data Stre…Gambling in a rigged casino: The adversarial multi-armed bandit problem (2002)Gambling in a rigged casino: …Finite-time Analysis of the Multiarmed Bandit Problem (2002)Finite-time Analysis of the M…Detecting changes in signals and systems—A survey (1988)Detecting changes in signals …Optimal Stopping Times for Detecting Changes in Distributions (1986)Optimal Stopping Times for De…Procedures for Reacting to a Change in Distribution (1971)Procedures for Reacting to a …Inference about the Change-Point from Cumulative Sum Tests (1971)Inference about the Change-Po…Inference About the Change-Point in a Sequence of Random Variables (1970)Inference About the Change-Po…CONTINUOUS INSPECTION SCHEMES (1954)CONTINUOUS INSPECTION SCHEMESA 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)Economic Control of Quality of Manufactured Product. (1932)Selective review of offline change point detection methods (2019)Estimating the Current Mean of a Normal Distribution which is Subjected to Changes in Time (1964)The Changepoint Model for Statistical Process Control (2003)The Cusum Test for Parameter Change in Time Series Models (2003)An Overview of Phase I Analysis for Process Improvement and Monitoring (2014)Some aspects of the sequential design of experiments (1952)Multi-Armed Bandit Allocation Indices. (1990)Adaptive Game Playing Using Multiplicative Weights (1999)Online convex optimization in the bandit setting: gradient descent without a gradient (2004)Multi-armed Bandit Algorithms and Empirical Evaluation (2005)Statistical process control procedures for correlated observations (1991)Run-Length Distributions of Special-Cause Control Charts for Correlated Processes (1994)Agnostic Learning with Unknown Utilities (2016)Sequential Changepoint Detection in Quality Control and Dynamical Systems (1995)The Use of Control Charts in Health-Care and Public-Health Surveillance (2006)changepoint : An R Package for Changepoint Analysis (2014)Tests for Parameter Instability and Structural Change With Unknown Change Point (1993)Estimation of a Change Point in Multiple Regression Models (1997)Dealing with Structural Breaks (2005)Change-Point Detection in Time-Series Data by Direct Density-Ratio Estimation (2009)Sequential change‐point detection based on direct density‐ratio estimation (2011)What's Your Current Stress Level? Detection of Stress Patterns from GSR Sensor Data (2011)Information-Theoretic Regret Bounds for Gaussian Process Optimization in the Bandit Setting (2012)
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References

  • 2002Finite-time Analysis of the Multiarmed Bandit Problem5,980 cited
  • 1954CONTINUOUS INSPECTION SCHEMES5,731 cited
  • 2006Prediction, Learning, and Games3,176 cited
  • 1971Procedures for Reacting to a Change in Distribution1,355 cited
  • 1986Optimal Stopping Times for Detecting Changes in Distributions1,022 cited
  • 1970Inference About the Change-Point in a Sequence of Random Variables831 cited
  • 2004Detecting Change in Data Streams809 cited
  • 1988Detecting changes in signals and systems—A survey806 cited
  • 2002Gambling in a rigged casino: The adversarial multi-armed bandit problem741 cited
  • 1971Inference about the Change-Point from Cumulative Sum Tests460 cited
  • 2007Logarithmic Online Regret Bounds for Undiscounted Reinforcement Learning170 cited
  • 2006Optimal and Asymptotically Optimal CUSUM Rules for Change Point Detection in the Brownian Motion Model with Multiple Alternatives44 cited

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