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Tracking the Best Expert

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References

1997A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting20,469 cited
1997Exponentiated Gradient versus Gradient Descent for Linear Predictors856 cited
1997How to use expert advice631 cited

Cited by

2011On Upper-Confidence Bound Policies for Switching Bandit Problems455 cited
1998A Game of Prediction with Expert Advice280 cited
2014Online portfolio selection245 cited
1997Using and combining predictors that specialize237 cited
2017Automated Curriculum Learning for Neural Networks237 cited
2001Competitive On‐line Statistics226 cited
2015Online Convex Optimization in Dynamic Environments220 cited
2013Regret in Online Combinatorial Optimization210 cited
2016Online optimization in dynamic environments: Improved regret rates for strongly convex problems190 cited
2002Adaptive and self-confident on-line learning algorithms181 cited
2008On Upper-Confidence Bound Policies for Non-Stationary Bandit Problems172 cited
2007The on-line shortest path problem under partial monitoring151 cited

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2019

Targeting Prospective Customers: Robustness of Machine-Learning Methods to Typical Data Challenges

133 cited

2001Tracking a Small Set of Experts by Mixing Past Posteriors124 cited

2008Mortal Multi-Armed Bandits123 cited

2008Adaptive combination of forecasts with application to wind energy111 cited