conftrace_

Michael Wibral

3 papers · 2021–2025 · 3 conferences · across top CS/AI conferences

Achievements

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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (14) 🏆 Keyword Champion (2)

❓ The Questioner

Conferences

ICLR (1) JMLR (1) NIPS (1)

Top co-authors

Abdullah Makkeh (2) Valentin Neuhaus (1) Amin Nejatbakhsh (1) Andreas Christian Schneider (1) Viola Priesemann (1) Luca Mazzucato (1) Elad Schneidman (1) Dar Gilboa (1) Sebastian Schmitt (1) Ari Pakman (1)

Keywords

mutual information (2) partial information decomposition (2) information theory (2) continuous distribution (1) variational autoencoder (1) feature relevancy (1) unique information (1) copula decomposition (1) feature selection (1) conditional mutual information (1)

Papers

What should a neuron aim for? Designing local objective functions based on information theory ICLR 2025 A Rigorous Information-Theoretic Definition of Redundancy and Relevancy in Feature Selection Based on (Partial) Information Decomposition JMLR 2023 Estimating the Unique Information of Continuous Variables NIPS 2021