Fanqi Yan

11 papers A* 3A 1Journal 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
Improving Minimax Estimation Rates for Contaminated Mixture of Multinomial Logistic Experts via Expert Heterogeneity.
CoRR
Fanqi Yan, Dung Le, Trang Pham, Huy Nguyen, Nhat Ho
2025 J jnl
On Minimax Estimation of Parameters in Softmax-Contaminated Mixture of Experts.
CoRR
Fanqi Yan, Huy Nguyen, Dung Le, Pedram Akbarian, Nhat Ho, Alessandro Rinaldo
2025 J jnl
Sigmoid Self-Attention is Better than Softmax Self-Attention: A Mixture-of-Experts Perspective.
CoRR
Fanqi Yan, Huy Nguyen, Pedram Akbarian, Nhat Ho, Alessandro Rinaldo
2025 A conf
Understanding Expert Structures on Minimax Parameter Estimation in Contaminated Mixture of Experts.
AISTATS
Fanqi Yan, Huy Nguyen, Le Quang Dung, Pedram Akbarian, Nhat Ho
2024 A* conf
Statistical Perspective of Top-K Sparse Softmax Gating Mixture of Experts.
ICLR
Huy Nguyen, Pedram Akbarian, Fanqi Yan, Nhat Ho
2024 J jnl
Understanding Expert Structures on Minimax Parameter Estimation in Contaminated Mixture of Experts.
CoRR
Fanqi Yan, Huy Nguyen, Dung Le, Pedram Akbarian, Nhat Ho
2023 J jnl
Statistical Perspective of Top-K Sparse Softmax Gating Mixture of Experts.
CoRR
Huy Nguyen, Pedram Akbarian, Fanqi Yan, Nhat Ho
2020 A* conf
Probabilistic Inference with Algebraic Constraints: Theoretical Limits and Practical Approximations.
NeurIPS
Zhe Zeng, Paolo Morettin, Fanqi Yan, Antonio Vergari, Guy Van den Broeck
2020 A* conf
Scaling up Hybrid Probabilistic Inference with Logical and Arithmetic Constraints via Message Passing.
ICML
Zhe Zeng, Paolo Morettin, Fanqi Yan, Antonio Vergari, Guy Van den Broeck
2020 J jnl
Scaling up Hybrid Probabilistic Inference with Logical and Arithmetic Constraints via Message Passing.
CoRR
Zhe Zeng, Paolo Morettin, Fanqi Yan, Antonio Vergari, Guy Van den Broeck
2019 J jnl
Hybrid Probabilistic Inference with Logical Constraints: Tractability and Message Passing.
CoRR
Zhe Zeng, Fanqi Yan, Paolo Morettin, Antonio Vergari, Guy Van den Broeck