Wenyu Chen

According to our database, Wenyu Chen authored at least 10 papers between 2019 and 2024.

Collaborative distances:

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

2024

A new computational framework for log-concave density estimation.

Wenyu Chen, Rahul Mazumder, Richard J. Samworth

Math. Program. Comput., June, 2024

Subgradient Regularized Multivariate Convex Regression at Scale.

Wenyu Chen, Rahul Mazumder

SIAM J. Optim., 2024

FALCON: FLOP-Aware Combinatorial Optimization for Neural Network Pruning.

Xiang Meng, Wenyu Chen, Riade Benbaki, Rahul Mazumder

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

Sparse Gaussian Graphical Models with Discrete Optimization: Computational and Statistical Perspectives.

Kayhan Behdin, Wenyu Chen, Rahul Mazumder

CoRR, 2023

COMET: Learning Cardinality Constrained Mixture of Experts with Trees and Local Search.

Shibal Ibrahim, Wenyu Chen, Hussein Hazimeh, Natalia Ponomareva, Zhe Zhao, Rahul Mazumder

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Fast as CHITA: Neural Network Pruning with Combinatorial Optimization.

Riade Benbaki, Wenyu Chen, Xiang Meng, Hussein Hazimeh, Natalia Ponomareva, Zhe Zhao, Rahul Mazumder

Proceedings of the International Conference on Machine Learning, 2023

Dynamic Covariance Estimation under Structural Assumptions via a Joint Optimization Approach.

Wenyu Chen, Riade Benbaki, Yada Zhu, Rahul Mazumder

Proceedings of the 4th ACM International Conference on AI in Finance, 2023

2022

Knowledge Graph Guided Simultaneous Forecasting and Network Learning for Multivariate Financial Time Series.

Shibal Ibrahim, Wenyu Chen, Yada Zhu, Pin-Yu Chen, Yang Zhang, Rahul Mazumder

Proceedings of the 3rd ACM International Conference on AI in Finance, 2022

2021

Probabilistic framework for modeling event shocks to financial time series.

Yada Zhu, Wenyu Chen, Yang Zhang, Tian Gao, Jianbo Li

Proceedings of the ICAIF'21: 2nd ACM International Conference on AI in Finance, Virtual Event, November 3, 2021

2019

Unifying Orthogonal Monte Carlo Methods.

Krzysztof Choromanski, Mark Rowland, Wenyu Chen, Adrian Weller

Proceedings of the 36th International Conference on Machine Learning, 2019