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ORCIDWenyu Chen 0003
Person information
- affiliation: Massachusetts Institute of Technology, MIT Operations Research Center, Cambridge, MA, USA
Other persons with the same name
- Wenyu Chen — disambiguation page
- Wenyu Chen 0001
![[0000-0002-9933-8014]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0000-0002-9933-8014")
— University of Electronic Science and Technology of China, School of Computer Science and Engineering, Chengdu, China - Wenyu Chen 0002 — Institute for Infocomm Research, A*STAR, Singapore (and 1 more)
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2020 – today
- 2024
[j2]Wenyu Chen, Rahul Mazumder, Richard J. Samworth:
A new computational framework for log-concave density estimation. Math. Program. Comput. 16(2): 185-228 (2024)- [j1]Wenyu Chen, Rahul Mazumder:
Subgradient Regularized Multivariate Convex Regression at Scale. SIAM J. Optim. 34(3): 2350-2377 (2024) - [c7]Xiang Meng, Wenyu Chen, Riade Benbaki, Rahul Mazumder:
FALCON: FLOP-Aware Combinatorial Optimization for Neural Network Pruning. AISTATS 2024: 4384-4392 - [i4]Xiang Meng, Wenyu Chen, Riade Benbaki, Rahul Mazumder:
FALCON: FLOP-Aware Combinatorial Optimization for Neural Network Pruning. CoRR abs/2403.07094 (2024) - 2023
- [c6]Wenyu Chen, Riade Benbaki, Yada Zhu, Rahul Mazumder:
Dynamic Covariance Estimation under Structural Assumptions via a Joint Optimization Approach. ICAIF 2023: 445-453 - [c5]Riade Benbaki, Wenyu Chen, Xiang Meng, Hussein Hazimeh, Natalia Ponomareva, Zhe Zhao, Rahul Mazumder:
Fast as CHITA: Neural Network Pruning with Combinatorial Optimization. ICML 2023: 2031-2049 - [c4]Shibal Ibrahim, Wenyu Chen, Hussein Hazimeh, Natalia Ponomareva, Zhe Zhao, Rahul Mazumder:
COMET: Learning Cardinality Constrained Mixture of Experts with Trees and Local Search. KDD 2023: 832-844 - [i3]Riade Benbaki, Wenyu Chen, Xiang Meng, Hussein Hazimeh, Natalia Ponomareva, Zhe Zhao, Rahul Mazumder:
Fast as CHITA: Neural Network Pruning with Combinatorial Optimization. CoRR abs/2302.14623 (2023) - [i2]Shibal Ibrahim, Wenyu Chen, Hussein Hazimeh, Natalia Ponomareva, Zhe Zhao, Rahul Mazumder:
COMET: Learning Cardinality Constrained Mixture of Experts with Trees and Local Search. CoRR abs/2306.02824 (2023) - [i1]Kayhan Behdin, Wenyu Chen, Rahul Mazumder:
Sparse Gaussian Graphical Models with Discrete Optimization: Computational and Statistical Perspectives. CoRR abs/2307.09366 (2023) - 2022
- [c3]Shibal Ibrahim, Wenyu Chen, Yada Zhu, Pin-Yu Chen, Yang Zhang, Rahul Mazumder:
Knowledge Graph Guided Simultaneous Forecasting and Network Learning for Multivariate Financial Time Series. ICAIF 2022: 480-488 - 2021
- [c2]Yada Zhu, Wenyu Chen, Yang Zhang, Tian Gao, Jianbo Li:
Probabilistic framework for modeling event shocks to financial time series. ICAIF 2021: 42:1-42:8
2010 – 2019
- 2019
- [c1]Krzysztof Choromanski, Mark Rowland, Wenyu Chen, Adrian Weller:
Unifying Orthogonal Monte Carlo Methods. ICML 2019: 1203-1212
Coauthor Index
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