8 citations · 9 across the 2 of their papers we have counts for
3 papers
stat.ML2021★ 1 cited
Contextual Bayesian optimization with binary outputs
Tristan Fauvel, Matthew Chalk
Bayesian optimization (BO) is an efficient method to optimize expensive black-box functions. It has been generalized to scenarios where objective function evaluations return stocha…
stat.ML2021★ 8 cited
Efficient Exploration in Binary and Preferential Bayesian Optimization
Tristan Fauvel, Matthew Chalk
Bayesian optimization (BO) is an effective approach to optimize expensive black-box functions, that seeks to trade-off between exploitation (selecting parameters where the maximum…
q-bio.NC2018
Separating intrinsic interactions from extrinsic correlations in a network of sensory neurons
Ulisse Ferrari, Stephane Deny, Matthew Chalk +3
Correlations in sensory neural networks have both extrinsic and intrinsic origins. Extrinsic or stimulus correlations arise from shared inputs to the network, and thus depend stron…