conftrace_

randal douc

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

Achievements

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🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

NIPS (2) ICLR (1) JMLR (1)

Top co-authors

Kamélia Daudel (2) François Roueff (2) Alain Oliviero Durmus (1) Jimmy Olsson (1) Eric Moulines (1) Lisa Bedin (1) Yazid Janati (1) François Bertholom (1) Badr MOUFAD (1)

Keywords

variational inference (3) expectation maximization (1) gradient descent (1) exponential family (1) geometric convergence (1) mixture model (1) gradient estimator (1) mixture weight (1) local minimization (1)

Papers

Variational Diffusion Posterior Sampling with Midpoint Guidance ICLR 2025 Asymptotics of Alpha-Divergence Variational Inference Algorithms with Exponential Families NIPS 2024 Monotonic Alpha-divergence Minimisation for Variational Inference JMLR 2023 Mixture weights optimisation for Alpha-Divergence Variational Inference NIPS 2021