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Online Learning: Theory, Algorithms, and Applications

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References

1997A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting20,469 cited
2006Prediction, Learning, and Games3,176 cited
2003Online convex programming and generalized infinitesimal gradient ascent1,733 cited
2000A Simple Adaptive Procedure Leading to Correlated Equilibrium1,089 cited
1997Exponentiated Gradient versus Gradient Descent for Linear Predictors856 cited
1956An analog of the minimax theorem for vector payoffs740 cited
1997How to use expert advice631 cited
1996Game theory, on-line prediction and boosting383 cited
2001Relative Loss Bounds for On-Line Density Estimation with the Exponential Family of Distributions297 cited

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2019Online Learning: A Modern Introduction Using Convex Optimization111 cited
2011Introduction to Online Optimization

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108 cited

2011Hierarchical Knowledge Gradient for Sequential Sampling88 cited

2008Mind the Duality Gap: Logarithmic regret algorithms for online optimization84 cited

2020Forecasting the monthly iron ore import of China using a model combining empirical mode decomposition, non-linear autoregressive neural network, and autoregressive integrated moving average75 cited

2009Beating the adaptive bandit with high probability72 cited

2015Online learning with adversarial delays61 cited

2014A generalized online mirror descent with applications to classification and regression54 cited

2018Online Continuous Submodular Maximization50 cited

2017Scale-free online learning48 cited

2010New Adaptive Algorithms for Online Classification46 cited

2017A continuous-time approach to online optimization43 cited