Bayesian Optimization in a Billion Dimensions via Random Embeddings - Wang, Ziyu; Hutter, Frank; Zoghi, Masrour; Matheson, David; De Feitas, Nando (The Journal of artificial intelligence research, 2016)
Keywords: Algorithms; Artificial intelligence; Bayesian analysis; Continuity (mathematics); Embedding; Empirical analysis; Integer programming; Linear programming; Mixed integer; Optimization; Optimization techniques; Robotics; User interfaces