Cooperative Online Learning: Keeping your Neighbors Updated
暂无分享,去创建一个
Nicolò Cesa-Bianchi | Claire Monteleoni | Tommaso R. Cesari | N. Cesa-Bianchi | T. Cesari | C. Monteleoni
[1] Varun Kanade,et al. Decentralized Cooperative Stochastic Bandits , 2018, NeurIPS.
[2] Martin J. Wainwright,et al. Dual Averaging for Distributed Optimization: Convergence Analysis and Network Scaling , 2010, IEEE Transactions on Automatic Control.
[3] Laurent Massoulié,et al. Optimal Algorithms for Non-Smooth Distributed Optimization in Networks , 2018, NeurIPS.
[4] Shie Mannor,et al. From Bandits to Experts: On the Value of Side-Observations , 2011, NIPS.
[5] Noga Alon,et al. Online Learning with Feedback Graphs: Beyond Bandits , 2015, COLT.
[6] Baruch Awerbuch,et al. Competitive collaborative learning , 2005, J. Comput. Syst. Sci..
[7] Chen Yu,et al. Decentralized Online Learning: Take Benefits from Others’ Data without Sharing Your Own to Track Global Trend , 2019, ACM Trans. Intell. Syst. Technol..
[8] Ramakrishna R. Nemani,et al. Spatiotemporal Global Climate Model Tracking , 2017 .
[9] Elad Hazan,et al. Introduction to Online Convex Optimization , 2016, Found. Trends Optim..
[10] Koby Crammer,et al. A generalized online mirror descent with applications to classification and regression , 2013, Machine Learning.
[11] Claudio Gentile,et al. Delay and Cooperation in Nonstochastic Bandits , 2016, COLT.
[12] Jerrold R. Griggs. Lower bounds on the independence number in terms of the degrees , 1983, J. Comb. Theory, Ser. B.
[13] Anit Kumar Sahu,et al. Dist-Hedge: A partial information setting based distributed non-stochastic sequence prediction algorithm , 2017, 2017 IEEE Global Conference on Signal and Information Processing (GlobalSIP).
[14] Mehran Mesbahi,et al. Online distributed optimization via dual averaging , 2013, 52nd IEEE Conference on Decision and Control.
[15] Yoram Singer,et al. Using and combining predictors that specialize , 1997, STOC '97.
[16] Shahin Shahrampour,et al. Distributed Online Optimization in Dynamic Environments Using Mirror Descent , 2016, IEEE Transactions on Automatic Control.
[17] Varun Kanade,et al. Decentralized Cooperative Stochastic Multi-armed Bandits , 2018, ArXiv.
[18] Scott McQuade,et al. Global Climate Model Tracking Using Geospatial Neighborhoods , 2012, AAAI.