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Xiang Meng
Xiang Meng
MIT Operation Research Center
Geverifieerd e-mailadres voor mit.edu
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Jaar
Efficient phase-factor evaluation in quantum signal processing
Y Dong, X Meng, KB Whaley, L Lin
Physical Review A 103 (4), 042419, 2021
912021
Robust control optimization for quantum approximate optimization algorithms
Y Dong, X Meng, L Lin, R Kosut, KB Whaley
IFAC-PapersOnLine 53 (2), 242-249, 2020
222020
An exact penalty approach for optimization with nonnegative orthogonality constraints
B Jiang, X Meng, Z Wen, X Chen
Mathematical Programming 198 (1), 855-897, 2023
202023
Quant-bnb: A scalable branch-and-bound method for optimal decision trees with continuous features
R Mazumder, X Meng, H Wang
International Conference on Machine Learning, 15255-15277, 2022
132022
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
92023
Network pruning at scale: A discrete optimization approach
W Chen, R Benbaki, X Meng, R Mazumder
OPT 2022: Optimization for Machine Learning (NeurIPS 2022 Workshop), 2022
22022
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
OSSCAR: One-Shot Structured Pruning in Vision and Language Models with Combinatorial Optimization
X Meng, S Ibrahim, K Behdin, H Hazimeh, N Ponomareva, R Mazumder
arXiv preprint arXiv:2403.12983, 2024
2024
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Artikelen 1–8