Rentian Yao

6 papers · 2022–2025 · 4 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 (15) 📈 Trend Setter

Venues

ICML (2) JMLR (2) AISTATS (1) COLT (1)

Top co-authors

Yun Yang (5) Xiaohui Chen (3) Linjun Huang (1) Kaheon Kim (1) Changbo Zhu (1) Jie Chen (1) Yifan Chen (1)

Research topics

Machine Learning (5) Optimization & Theory (5) Mathematics & Optimization (4) Mathematics (3) Optimization (3) Bayesian & Probabilistic (2) Core Methods (2) Deep Learning (1) Architectures (1)

Keywords

variational inference (2) convex optimization (2) optimal transport (2) graph classification (1) kl divergence (1) nonparametric estimation (1) rademacher complexity (1) coordinate descent (1) primal-dual algorithm (1) maximum likelihood estimation (1) variational approximation (1) probability measure (1) normalizing flow (1) gradient flow (1) wasserstein space (1) exponential convergence (1) graph coarsening (1) gromov-wasserstein distance (1) maximum likelihood estimator (1) wasserstein barycenter (1)

Papers

Mean-Field Variational Inference via Wasserstein Gradient Flow JMLR 2025 Optimal Transport Barycenter via Nonconvex-Concave Minimax Optimization ICML 2025 Minimizing Convex Functionals over Space of Probability Measures via KL Divergence Gradient Flow AISTATS 2024 Wasserstein Proximal Coordinate Gradient Algorithms JMLR 2024 A Gromov-Wasserstein Geometric View of Spectrum-Preserving Graph Coarsening ICML 2023 Mean-field nonparametric estimation of interacting particle systems COLT 2022