Luc Rey-Bellet

4 papers · 2022–2023 · 3 venues · 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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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13) 🏆 Keyword Champion (3)

Venues

ICML (2) ICLR (1) JMLR (1)

Top co-authors

Markos Katsoulakis (3) Jeremiah Birrell (3) Paul Dupuis (2) Wei Zhu (2) Yannis Pantazis (2) Ziyu Chen (1) Markos A. Katsoulakis (1)

Research topics

Machine Learning (4) Optimization & Theory (3) Deep Learning (2) Mathematics & Optimization (2) Mathematics (2) Computer Vision (1) Application Areas (1) Architectures (1) Bayesian & Probabilistic (1) Core Methods (1) Generation (1) Learning Types (1) Models (1) Optimization (1)

Keywords

variational representation (3) generative adversarial network (3) integral probability metric (2) group symmetry (2) wasserstein distance (2) divergence estimation (1) probability divergence (1) mode collapse (1) worst-case regret (1) sample fidelity (1) optimal transport (1) sample complexity (1) renyi divergence (1) maximum mean discrepancy (1)

Papers

Function-space regularized Rényi divergences ICLR 2023 Sample Complexity of Probability Divergences under Group Symmetry ICML 2023 (f,Gamma)-Divergences: Interpolating between f-Divergences and Integral Probability Metrics JMLR 2022 Structure-preserving GANs ICML 2022