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Projection-free Online Learning
4 references·2 citing·23 second hop
Projection-free Online Learning (2012)Projection-free Online LearningOnline linear optimization and adaptive routing (2007)Online linear optimization an…Online convex optimization in the bandit setting: gradient descent without a gradient (2004)Online convex optimization in…Efficient algorithms for online decision problems (2004)Efficient algorithms for onli…Online convex programming and generalized infinitesimal gradient ascent (2003)Online convex programming and…Projection-Free Online Optimization with Stochastic Gradient: From Convexity to Submodularity (2018)Projection-Free Online Optimi…Adaptive algorithms for online convex optimization with long-term constraints (2016)Adaptive algorithms for onlin…Exponentiated Gradient versus Gradient Descent for Linear Predictors (1997)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)A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting (1997)The Nonstochastic Multiarmed Bandit Problem (2002)Multi-armed bandits with application to 5G small cells (2016)Online Context-Aware Recommendation with Time Varying Multi-Armed Bandit (2016)Minimal Exploration in Structured Stochastic Bandits (2017)The Theory of Learning in Games (1998)Regret Analysis of Stochastic and Nonstochastic Multi-armed Bandit Problems (2012)Ad click prediction (2013)Contributions to the theory of games. (1960)How to use expert advice (1997)Combinatorial bandits (2012)From Bandits to Monte-Carlo Tree Search: The Optimistic Principle Applied to Optimization and Planning (2014)Algorithms for portfolio management based on the Newton method (2006)Online Learning and Online Convex Optimization (2011)Prediction, Learning, and Games (2006)Online Convex Optimization with Time-Varying Constraints (2017)Distributed Online Linear Regressions (2020)Distributed Online Optimization With Long-Term Constraints (2021)
this work references cited by second hop

References

  • 2003Online convex programming and generalized infinitesimal gradient ascent1,733 cited
  • 2004Online convex optimization in the bandit setting: gradient descent without a gradient599 cited
  • 2004Efficient algorithms for online decision problems595 cited
  • 2007Online linear optimization and adaptive routing177 cited

Cited by

  • 2016Adaptive algorithms for online convex optimization with long-term constraints89 cited
  • 2018Projection-Free Online Optimization with Stochastic Gradient: From Convexity to Submodularity44 cited

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