Matthew Chalk

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 6

Top Topics

Receptive Fields

Optimization Methods

Human Perceptual

Bayesian Decision

Top Venues

PLoS Comput. Biol.

University of Edinburgh, UK (PHD)

Education History

University of Edinburgh, UK

PHD

Publications

Jacob Granley, Tristan Fauvel, Matthew Chalk, Michael Beyeler
Human-in-the-Loop Optimization for Deep Stimulus Encoding in Visual Prostheses. CoRR (2023)
Jacob Granley, Tristan Fauvel, Matthew Chalk, Michael Beyeler
Human-in-the-Loop Optimization for Deep Stimulus Encoding in Visual Prostheses. NeurIPS (2023)
Tristan Fauvel, Matthew Chalk
Contextual Bayesian optimization with binary outputs. CoRR (2021)
Tristan Fauvel, Matthew Chalk
Efficient Exploration in Binary and Preferential Bayesian Optimization. CoRR (2021)
Matthew Chalk, Paul Masset, Sophie Denève, Boris S. Gutkin
Sensory noise predicts divisive reshaping of receptive fields. PLoS Comput. Biol. 13 (6) (2017)
Matthew Chalk, Olivier Marre, Gasper Tkacik
Relevant sparse codes with variational information bottleneck. NIPS (2016)
Matthew Chalk, Iain Murray, Peggy Seriès
Attention as Reward-Driven Optimization of Sensory Processing. Neural Comput. 25 (11) (2013)