Wenyu Chen

13 papers A* 3A 1Journal 6Unranked 3
YearRankTypeTitle / Venue / Authors
2024 J jnl
A new computational framework for log-concave density estimation.
Math. Program. Comput.
Wenyu Chen, Rahul Mazumder, Richard J. Samworth
2024 A conf
FALCON: FLOP-Aware Combinatorial Optimization for Neural Network Pruning.
AISTATS
Xiang Meng, Wenyu Chen, Riade Benbaki, Rahul Mazumder
2024 J jnl
FALCON: FLOP-Aware Combinatorial Optimization for Neural Network Pruning.
CoRR
Xiang Meng, Wenyu Chen, Riade Benbaki, Rahul Mazumder
2024 J jnl
Subgradient Regularized Multivariate Convex Regression at Scale.
SIAM J. Optim.
Wenyu Chen, Rahul Mazumder
2023 A* conf
COMET: Learning Cardinality Constrained Mixture of Experts with Trees and Local Search.
KDD
Shibal Ibrahim, Wenyu Chen, Hussein Hazimeh, Natalia Ponomareva, Zhe Zhao, Rahul Mazumder
2023 J jnl
COMET: Learning Cardinality Constrained Mixture of Experts with Trees and Local Search.
CoRR
Shibal Ibrahim, Wenyu Chen, Hussein Hazimeh, Natalia Ponomareva, Zhe Zhao, Rahul Mazumder
2023 — conf
Dynamic Covariance Estimation under Structural Assumptions via a Joint Optimization Approach.
ICAIF
Wenyu Chen, Riade Benbaki, Yada Zhu, Rahul Mazumder
2023 A* conf
Fast as CHITA: Neural Network Pruning with Combinatorial Optimization.
ICML
Riade Benbaki, Wenyu Chen, Xiang Meng, Hussein Hazimeh, Natalia Ponomareva, Zhe Zhao, Rahul Mazumder
2023 J jnl
Fast as CHITA: Neural Network Pruning with Combinatorial Optimization.
CoRR
Riade Benbaki, Wenyu Chen, Xiang Meng, Hussein Hazimeh, Natalia Ponomareva, Zhe Zhao, Rahul Mazumder
2023 J jnl
Sparse Gaussian Graphical Models with Discrete Optimization: Computational and Statistical Perspectives.
CoRR
Kayhan Behdin, Wenyu Chen, Rahul Mazumder
2022 — conf
Knowledge Graph Guided Simultaneous Forecasting and Network Learning for Multivariate Financial Time Series.
ICAIF
Shibal Ibrahim, Wenyu Chen, Yada Zhu, Pin-Yu Chen, Yang Zhang, Rahul Mazumder
2021 — conf
Probabilistic framework for modeling event shocks to financial time series.
ICAIF
Yada Zhu, Wenyu Chen, Yang Zhang, Tian Gao, Jianbo Li
2019 A* conf
Unifying Orthogonal Monte Carlo Methods.
ICML
Krzysztof Choromanski, Mark Rowland, Wenyu Chen, Adrian Weller