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Vivek S. Borkar

2 papers · 2006–2018 · 1 conference · across top CS/AI conferences

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🧭 Keyword Pioneer 🏃 Academic Marathon (12) 🐝 Cross-Pollinator (10) 🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird

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Conferences

JMLR (2)

Top co-authors

Madhukar Akarapu (1) Neeraja Sahasrabudhe (1) Shalabh Bhatnagar (1) Vikranth R. Dwaracherla (1)

Keywords

stochastic approximation (2) gradient estimation (1) optimal control (1) markov chain (1) high-dimensional optimization (1) rare event (1) simultaneous perturbation (1) ergodic control (1) compressive sensing (1) conditional transition probability (1)

Papers

Gradient Estimation with Simultaneous Perturbation and Compressive Sensing JMLR 2018 A Simulation-Based Algorithm for Ergodic Control of Markov Chains Conditioned on Rare Events JMLR 2006