Volgen
Wenyu Chen
Titel
Geciteerd door
Geciteerd door
Jaar
Unifying orthogonal monte carlo methods
K Choromanski, M Rowland, W Chen, A Weller
International Conference on Machine Learning, 1203-1212, 2019
302019
Subgradient-regularized multivariate convex regression at scale
W Chen, R Mazumder
arXiv preprint arXiv:2005.11588, 2020
21*2020
Fast as chita: Neural network pruning with combinatorial optimization
R Benbaki, W Chen, X Meng, H Hazimeh, N Ponomareva, Z Zhao, ...
International Conference on Machine Learning, 2031-2049, 2023
10*2023
A new computational framework for log-concave density estimation
W Chen, R Mazumder, RJ Samworth
arXiv preprint arXiv:2105.11387, 2021
92021
Knowledge graph guided simultaneous forecasting and network learning for multivariate financial time series
S Ibrahim, W Chen, Y Zhu, PY Chen, Y Zhang, R Mazumder
Proceedings of the Third ACM International Conference on AI in Finance, 480-488, 2022
62022
Comet: Learning cardinality constrained mixture of experts with trees and local search
S Ibrahim, W Chen, H Hazimeh, N Ponomareva, Z Zhao, R Mazumder
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023
32023
Dynamic covariance estimation under structural assumptions via a joint optimization approach
W Chen, R Benbaki, Y Zhu, R Mazumder
Proceedings of the Fourth ACM International Conference on AI in Finance, 445-453, 2023
22023
Sparse Gaussian Graphical Models with Discrete Optimization: Computational and Statistical Perspectives
K Behdin, W Chen, R Mazumder
arXiv preprint arXiv:2307.09366, 2023
12023
Knowledge graphs in machine learning decision optimization
Y Zhu, Y Zhang, PY Chen, R Mazumder, S Ibrahim, W Chen
US Patent App. 17/183,870, 2022
12022
Probabilistic framework for modeling event shocks to financial time series
Y Zhu, W Chen, Y Zhang, T Gao, J Li
Proceedings of the Second ACM International Conference on AI in Finance, 1-8, 2021
12021
FALCON: FLOP-Aware Combinatorial Optimization for Neural Network Pruning
X Meng, W Chen, R Benbaki, R Mazumder
International Conference on Artificial Intelligence and Statistics, 4384-4392, 2024
2024
MOESART: An Effective Sampling-based Router for Sparse Mixture of Experts
S Ibrahim, W Chen, H Hazimeh, N Ponomareva, R Mazumder
2023
Optimization Methods for Machine Learning under Structural Constraints
W Chen
Massachusetts Institute of Technology, 2023
2023
Interpretable Robust Recommender Systems with Side Information
W Chen, Z Huang, JCN Liang, Z Xu
Het systeem kan de bewerking nu niet uitvoeren. Probeer het later opnieuw.
Artikelen 1–14