conftrace_

Matthew Chalk

2 papers · 2016–2023 · 1 venue · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🏃 Academic Marathon · Sprint 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer

Venues

Top co-authors

Tristan Fauvel (1) Jacob Granley (1) Olivier Marre (1) Gasper Tkacik (1) Michael Beyeler (1)

Research topics

Machine Learning (2) Learning Types · Machine Learning (2) Optimization & Theory (2) Deep Learning (1) Bayesian & Probabilistic (1) Core Methods (1) Learning Types · Deep Learning (1)

Keywords

information theory (1) active learning (1) feature learning (1) variational inference (1) feature extraction (1) sparse coding (1) information bottleneck (1) bayesian optimization (1) variational information bottleneck (1) kernel methods (1) stimulus encoding (1) visual prosthesis (1) deep encoder network (1) human-in-the-loop optimization (1)

Papers

Human-in-the-Loop Optimization for Deep Stimulus Encoding in Visual Prostheses NeurIPS 2023 Relevant sparse codes with variational information bottleneck NeurIPS 2016