Zhenfu Wang

4 papers · 2020–2023 · 2 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 (11) 📈 Trend Setter

Venues

NeurIPS (3) COLT (1)

Top co-authors

Zebang Shen (4) Hamed Hassani (3) Alejandro Ribeiro (3) Amin Karbasi (1) Satyen Kale (1)

Research topics

Machine Learning (4) Deep Learning (3) Mathematics & Optimization (2) Core Methods (2) Mathematics (2) Models (2) Optimization & Theory (2) Bayesian & Probabilistic (1) Learning Types (1) Optimization (1)

Keywords

optimal transport (2) sinkhorn divergence (2) natural gradient (1) probability distribution (1) probability measure (1) neural ordinary differential equation (1) generative adversarial network (1) fokker-planck equation (1) statistical physics (1) functional optimization (1) fixed-point equation (1) barycenter problem (1) mean-field analysis (1) continuity equation (1) density evolution (1) neural network (1) functional gradient descent (1) mckean-vlasov equation (1) mean-field interaction (1) entropy dissipation (1)

Papers

Entropy-dissipation Informed Neural Network for McKean-Vlasov Type PDEs NeurIPS 2023 Self-Consistency of the Fokker Planck Equation COLT 2022 Sinkhorn Barycenter via Functional Gradient Descent NeurIPS 2020 Sinkhorn Natural Gradient for Generative Models NeurIPS 2020