8 citations · 14 across the 3 of their papers we have counts for
3 papers
q-bio.NC2023★ 5 cited
Human-in-the-Loop Optimization for Deep Stimulus Encoding in Visual Prostheses
Jacob Granley, Tristan Fauvel, Matthew Chalk +1
Neuroprostheses show potential in restoring lost sensory function and enhancing human capabilities, but the sensations produced by current devices often seem unnatural or distorted…
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…