conftrace_

high-dimensional optimization

53 papers

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Co-occurring keywords

bayesian optimization (624) gaussian process (1200) regret bound (1926) hyperparameter optimization (406) surrogate model (181) sparse optimization (246) black-box optimization (183) convex optimization (1321) thompson sampling (237) dimensionality reduction (720)

Papers

Statistical Optimization in High Dimensions AISTATS 2012
Greedy Algorithms for Structurally Constrained High Dimensional Problems NIPS 2011
Nearest Neighbor based Greedy Coordinate Descent NIPS 2011