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approximately convex function

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convex optimization (2) hit-and-run method (1) approximate convex optimization (1) approximately convex (1) convex function (1) information-theoretic lower bound (1) log-concave sampling (1) log-concave distribution (1) zeroth-order optimization (1) lower bound (1)

Papers

Algorithms and matching lower bounds for approximately-convex optimization NeurIPS 2016 Escaping the Local Minima via Simulated Annealing: Optimization of Approximately Convex Functions COLT 2015