output
20112022
most citedOptimal Geographic Caching In Cellular Networks

471 citations

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Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

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4 papers · 1 filter

math.OC2018★ 10 cited

Action-Constrained Markov Decision Processes With Kullback-Leibler Cost

Ana Bušić, Sean Meyn

This paper concerns computation of optimal policies in which the one-step reward function contains a cost term that models Kullback-Leibler divergence with respect to nominal dynam…

math.OC2018★ 76 cited

Optimal Algorithms for Non-Smooth Distributed Optimization in Networks

Kevin Scaman, Francis Bach, Sébastien Bubeck +2

In this work, we consider the distributed optimization of non-smooth convex functions using a network of computing units. We investigate this problem under two regularity assumptio…

math.OC2017★ 190 cited

Optimal algorithms for smooth and strongly convex distributed optimization in networks

Kevin Scaman, Francis Bach, Sébastien Bubeck +2

In this paper, we determine the optimal convergence rates for strongly convex and smooth distributed optimization in two settings: centralized and decentralized communications over…

math.OC2014★ 193 cited

Ancillary Service to the Grid Using Intelligent Deferrable Loads

Sean Meyn, Prabir Barooah, Ana Bušić +2

Renewable energy sources such as wind and solar power have a high degree of unpredictability and time-variation, which makes balancing demand and supply challenging. One possible w…