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Multitask Learning with Expert Advice
4 references·4 citing·22 second hop
Multitask Learning with Expert Advice (2007)Multitask Learning with Expert AdvicePrediction, Learning, and Games (2006)Prediction, Learning, and Gam…Online Multitask Learning (2006)Online Multitask LearningEfficient algorithms for online decision problems (2004)Efficient algorithms for onli…Tracking a Small Set of Experts by Mixing Past Posteriors (2001)Tracking a Small Set of Exper…Adaptive Smoothed Online Multi-Task Learning (2016)Adaptive Smoothed Online Mult…Random Walk Approach to Regret Minimization (2010)Random Walk Approach to Regre…Online Multi-task Learning with Hard Constraints (2009)Online Multi-task Learning wi…Matrix regularization techniques for online multitask learning (2008)Matrix regularization techniq…Online Learning of Multiple Tasks with a Shared Loss (2007)A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting (1997)Finite-time Analysis of the Multiarmed Bandit Problem (2002)Online Learning and Online Convex Optimization (2012)Regret Analysis of Stochastic and Nonstochastic Multi-armed Bandit Problems (2012)Taking the Human Out of the Loop: A Review of Bayesian Optimization (2015)Theory of games and economic behavior (2019)Relative Loss Bounds for Multidimensional Regression Problems (2001)Sequential Transfer in Multi-armed Bandit with Finite Set of Models (2013)Distributed multi-task classification: a decentralized online learning approach (2017)AGGREGATING STRATEGIES (1990)Online convex programming and generalized infinitesimal gradient ascent (2003)Exponentiated Gradient versus Gradient Descent for Linear Predictors (1997)How to use expert advice (1997)Tracking the Best Expert (1998)Efficient learning algorithms for changing environments (2009)Hedging structured concepts (2010)Contributions to the theory of games. (1960)Online Learning and Online Convex Optimization (2011)Online Learning: Theory, Algorithms, and Applications (2007)Feynman-Kac Formulae (2004)Online Submodular Minimization for Combinatorial Structures (2011)
this work references cited by second hop

References

  • 2006Prediction, Learning, and Games3,223 cited
  • 2004Efficient algorithms for online decision problems601 cited
  • 2001Tracking a Small Set of Experts by Mixing Past Posteriors124 cited
  • 2006Online Multitask Learning75 cited

Cited by

  • 2008Matrix regularization techniques for online multitask learning35 cited
  • 2009Online Multi-task Learning with Hard Constraints34 cited
  • 2016Adaptive Smoothed Online Multi-Task Learning27 cited
  • 2010Random Walk Approach to Regret Minimization25 cited

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