Fanqi Yan

4 papers · 2020–2025 · 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 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12)

Venues

AISTATS (1) ICLR (1) ICML (1) NeurIPS (1)

Top co-authors

Antonio Vergari (2) Zhe Zeng (2) nhật Hồ (2) Pedram Akbarian (2) Huy Nguyen (2) Guy Van den Broeck (2) Paolo Morettin (2) Le Quang Dung (1)

Research topics

Artificial Intelligence (3) Machine Learning (3) Optimization & Theory (3) Mathematics & Optimization (2) Bayesian & Probabilistic · Artificial Intelligence (2) Core AI (2) Core Methods (2) Optimization (2) Bayesian & Probabilistic · Machine Learning (1)

Keywords

probabilistic inference (2) convergence rate (2) weighted model integration (2) message passing (2) mixture of expert (2) exact inference (2) hybrid domain (1) gaussian mixture (1) satisfiability modulo theories (1) minimax parameter estimation (1) density estimation (1) sparse softmax gating (1) parameter estimation (1) prompt learning (1) constraint satisfaction (1) partial differential equation (1) factor graph (1)

Papers

Understanding Expert Structures on Minimax Parameter Estimation in Contaminated Mixture of Experts AISTATS 2025 Statistical Perspective of Top-K Sparse Softmax Gating Mixture of Experts ICLR 2024 Probabilistic Inference with Algebraic Constraints: Theoretical Limits and Practical Approximations NeurIPS 2020 Scaling up Hybrid Probabilistic Inference with Logical and Arithmetic Constraints via Message Passing ICML 2020