Markovian algorithms for estimating the global maximum or minimum of real valued functions defined on some domain $\Omega \,\, \subset \,\, \mathbb{R}^{d}$ are presented. Conditions on the search ...

Since the very first days of computer science — a field known for its methodical approach to problem-solving — randomness has played an important role. The first program to run on the world’s first ...

A team from Google Research has open-sourced Model Search, an automated machine learning (AutoML) platform for designing deep-learning models. Experimental results show that the system produces models ...

Amazon changed its search algorithm in ways that boost its own products despite concerns raised by employees who opposed the move, The Wall Street Journal reported today. The change was made late last ...