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Lichen Zhang
Lichen Zhang
E-mail confirmado em mit.edu - Página inicial
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Ano
Training multi-layer over-parametrized neural network in subquadratic time
Z Song, L Zhang, R Zhang
15th Innovations in Theoretical Computer Science Conference (ITCS 2024) 287 …, 2024
562024
Fast sketching of polynomial kernels of polynomial degree
Z Song, D Woodruff, Z Yu, L Zhang
Proceedings of the 38th International Conference on Machine Learning (ICML …, 2021
432021
An online and unified algorithm for projection matrix vector multiplication with application to empirical risk minimization
L Qin, Z Song, L Zhang, D Zhuo
Proceedings of the 26th International Conference on Artificial Intelligence …, 2023
392023
Speeding up optimizations via data structures: Faster search, sample and maintenance
L Zhang
Master’s thesis, Carnegie Mellon University, 2022
342022
Sketching for first order method: efficient algorithm for low-bandwidth channel and vulnerability
Z Song, Y Wang, Z Yu, L Zhang
Proceedings of the 40th International Conference on Machine Learning (ICML …, 2023
25*2023
Speeding Up Sparsification using Inner Product Search Data Structures
Z Song, Z Xu, L Zhang
arXiv preprint arXiv:2204.03209, 2022
252022
Dynamic tensor product regression
A Reddy, Z Song, L Zhang
Advances in Neural Information Processing Systems 35 (NeurIPS 2022), 4791-4804, 2022
202022
Sketching meets differential privacy: fast algorithm for dynamic Kronecker projection maintenance
Z Song, X Yang, Y Yang, L Zhang
Proceedings of the 40th International Conference on Machine Learning (ICML …, 2023
192023
Space-efficient interior point method, with applications to linear programming and maximum weight bipartite matching
SC Liu, Z Song, H Zhang, L Zhang, T Zhou
50th International Colloquium on Automata, Languages, and Programming (ICALP …, 2023
152023
Low rank matrix completion via robust alternating minimization in nearly linear time
Y Gu, Z Song, J Yin, L Zhang
The Twelfth International Conference on Learning Representations (ICLR 2024), 2024
142024
Accelerating Frank-Wolfe Algorithm using Low-Dimensional and Adaptive Data Structures
Z Song, Z Xu, Y Yang, L Zhang
arXiv preprint arXiv:2207.09002, 2022
142022
Convex minimization with integer minima in O (n4) time
H Jiang, YT Lee, Z Song, L Zhang
Proceedings of the 2024 Annual ACM-SIAM Symposium on Discrete Algorithms …, 2024
13*2024
A Nearly-Linear Time Algorithm for Structured Support Vector Machines
Y Gu, Z Song, L Zhang
arXiv preprint arXiv:2307.07735, 2023
132023
A nearly-optimal bound for fast regression with ℓ∞ guarantee
Z Song, M Ye, J Yin, L Zhang
Proceedings of the 40th International Conference on Machine Learning (ICML …, 2023
7*2023
Solving attention kernel regression problem via pre-conditioner
Z Song, J Yin, L Zhang
International Conference on Artificial Intelligence and Statistics (AISTATS …, 2024
62024
Streaming semidefinite programs: O (√ n) passes, small space and fast runtime
Z Song, M Ye, L Zhang
arXiv preprint arXiv:2309.05135, 2023
62023
Efficient Alternating Minimization with Applications to Weighted Low Rank Approximation
Z Song, M Ye, J Yin, L Zhang
arXiv preprint arXiv:2306.04169, 2023
32023
Efficient Algorithm for Solving Hyperbolic Programs
Y Deng, Z Song, L Zhang, R Zhang
arXiv preprint arXiv:2306.07587, 2023
12023
Fast dynamic sampling for determinantal point processes
Z Song, J Yin, L Zhang, R Zhang
International Conference on Artificial Intelligence and Statistics (AISTATS …, 2024
2024
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