Yves-Laurent Kom Samo

3 papers · 2015–2021 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🏃 Academic Marathon (6) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer

Conferences

AISTATS (1) ICML (1) JMLR (1)

Top co-authors

Stephen Roberts (1) Stephen J. Roberts (1)

Keywords

bayesian inference (2) markov chain monte carlo (2) gaussian processes (1) gaussian process (1) mutual information (1) nonparametric estimation (1) nonparametric inference (1) poisson point process (1) maximum entropy (1) latent function (1) convex optimization (1)

Papers

Inductive Mutual Information Estimation: A Convex Maximum-Entropy Copula Approach AISTATS 2021

String and Membrane Gaussian Processes JMLR 2016

Scalable Nonparametric Bayesian Inference on Point Processes with Gaussian Processes ICML 2015