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Excess-Risk of Distributed Stochastic Learners

5 February 2013

Papers citing "Excess-Risk of Distributed Stochastic Learners"

20 / 20 papers shown

Title
Success and Failure of Adaptation-Diffusion Algorithms for Consensus in Multi-Agent Networks Gemma Morral Pascal Bianchi G. Fort 84 14 0 25 Oct 2014
Stability and Performance Limits of Adaptive Primal-Dual Networks Zaid J. Towfic Ali H. Sayed 107 50 0 16 Aug 2014
On the Learning Behavior of Adaptive Networks - Part I: Transient Analysis Jianshu Chen Ali H. Sayed 115 132 0 29 Dec 2013
On the Learning Behavior of Adaptive Networks - Part II: Performance Analysis Jianshu Chen Ali H. Sayed 105 83 0 29 Dec 2013
Asynchronous Adaptation and Learning over Networks --- Part I: Modeling and Stability Analysis Xiaochuan Zhao Ali H. Sayed 87 81 0 19 Dec 2013
Distributed Detection and Estimation in Wireless Sensor Networks Sergio Barbarossa S. Sardellitti P. Lorenzo 136 91 0 04 Jul 2013
On Distributed Online Classification in the Midst of Concept Drifts Zaid J. Towfic Jianshu Chen Ali H. Sayed 62 27 0 01 Jan 2013
Distributed Pareto Optimization via Diffusion Strategies Jianshu Chen Ali H. Sayed 125 173 0 13 Aug 2012
Distributed Strongly Convex Optimization Konstantinos I. Tsianos Michael G. Rabbat 101 82 0 12 Jul 2012
Performance Limits for Distributed Estimation Over LMS Adaptive Networks Xiaochuan Zhao Ali H. Sayed 92 140 0 17 Jun 2012
Diffusion Adaptation over Networks Ali H. Sayed 113 448 0 18 May 2012
Performance of a Distributed Stochastic Approximation Algorithm Pascal Bianchi G. Fort W. Hachem 107 117 0 07 Mar 2012
Diffusion Adaptation over Networks under Imperfect Information Exchange and Non-stationary Data Xiaochuan Zhao Sheng-Yuan Tu Ali H. Sayed 97 169 0 29 Dec 2011
Diffusion Adaptation Strategies for Distributed Optimization and Learning over Networks Jianshu Chen Ali H. Sayed 121 656 0 31 Oct 2011
Distributed Delayed Stochastic Optimization Alekh Agarwal John C. Duchi 139 627 0 28 Apr 2011
Information-theoretic lower bounds on the oracle complexity of stochastic convex optimization Alekh Agarwal Peter L. Bartlett Pradeep Ravikumar Martin J. Wainwright 212 251 0 03 Sep 2010
Distributed Autonomous Online Learning: Regrets and Intrinsic Privacy-Preserving Properties Feng Yan S. Sundaram S. V. N. Vishwanathan Y. Qi 95 270 0 21 Jun 2010
Maximum Entropy Discrimination Markov Networks Jun Zhu Eric Xing OOD 71 61 0 18 Jan 2009
Distributed Parameter Estimation in Sensor Networks: Nonlinear Observation Models and Imperfect Communication S. Kar José M. F. Moura K. Ramanan 186 468 0 29 Aug 2008
Sensor Networks with Random Links: Topology Design for Distributed Consensus S. Kar José M. F. Moura 448 269 0 06 Apr 2007