Fanqi Yan

According to our database, Fanqi Yan authored at least 8 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

On Minimax Estimation of Parameters in Softmax-Contaminated Mixture of Experts.

Fanqi Yan, Huy Nguyen, Dung Le, Pedram Akbarian, Nhat Ho, Alessandro Rinaldo

CoRR, May, 2025

Sigmoid Self-Attention is Better than Softmax Self-Attention: A Mixture-of-Experts Perspective.

Fanqi Yan, Huy Nguyen, Pedram Akbarian, Nhat Ho, Alessandro Rinaldo

CoRR, February, 2025

Understanding Expert Structures on Minimax Parameter Estimation in Contaminated Mixture of Experts.

Fanqi Yan, Huy Nguyen, Le Quang Dung, Pedram Akbarian, Nhat Ho

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2025

2024

Understanding Expert Structures on Minimax Parameter Estimation in Contaminated Mixture of Experts.

Fanqi Yan, Huy Nguyen, Dung Le, Pedram Akbarian, Nhat Ho

CoRR, 2024

Statistical Perspective of Top-K Sparse Softmax Gating Mixture of Experts.

Huy Nguyen, Pedram Akbarian, Fanqi Yan, Nhat Ho

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2020

Probabilistic Inference with Algebraic Constraints: Theoretical Limits and Practical Approximations.

Zhe Zeng, Paolo Morettin, Fanqi Yan, Antonio Vergari, Guy Van den Broeck

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Scaling up Hybrid Probabilistic Inference with Logical and Arithmetic Constraints via Message Passing.

Zhe Zeng, Paolo Morettin, Fanqi Yan, Antonio Vergari, Guy Van den Broeck

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

Hybrid Probabilistic Inference with Logical Constraints: Tractability and Message Passing.

Zhe Zeng, Fanqi Yan, Paolo Morettin, Antonio Vergari, Guy Van den Broeck

CoRR, 2019