We are living in a golden age of machine learning. Powerful models are b...
Vizier is the de-facto blackbox and hyperparameter optimization service
...
Single-objective black box optimization (also known as zeroth-order
opti...
Zeroth-order optimization is the process of minimizing an objective f(x)...
Many important problems in discrete optimization require maximization of...
We tackle the fundamental problem of Bayesian active learning with noise...
Solving stochastic optimization problems under partial observability, wh...