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Taisuke Yasuda
Taisuke Yasuda
Member of Research Staff, Voleon Group
在 voleon.com 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
Active Linear Regression for ℓp Norms and Beyond
C Musco, C Musco, DP Woodruff, T Yasuda
2022 IEEE 63rd Annual Symposium on Foundations of Computer Science (FOCS …, 2022
31*2022
Online lewis weight sampling
DP Woodruff, T Yasuda
Proceedings of the 2023 Annual ACM-SIAM Symposium on Discrete Algorithms …, 2023
232023
High-dimensional geometric streaming in polynomial space
DP Woodruff, T Yasuda
2022 IEEE 63rd Annual Symposium on Foundations of Computer Science (FOCS …, 2022
212022
Graph spanners in the message-passing model
M Fernandez, DP Woodruff, T Yasuda
arXiv preprint arXiv:1911.05991, 2019
182019
Sharper Bounds for Sensitivity Sampling
D Woodruff, T Yasuda
International Conference on Machine Learning, 37238-37272, 2023
132023
Exponentially improved dimensionality reduction for : Subspace embeddings and independence testing
Y Li, D Woodruff, T Yasuda
Conference on Learning Theory, 3111-3195, 2021
132021
New subset selection algorithms for low rank approximation: Offline and online
DP Woodruff, T Yasuda
Proceedings of the 55th Annual ACM Symposium on Theory of Computing, 1802-1813, 2023
122023
Sequential attention for feature selection
T Yasuda, MH Bateni, L Chen, M Fahrbach, G Fu, V Mirrokni
arXiv preprint arXiv:2209.14881, 2022
112022
Tight Kernel Query Complexity of Kernel Ridge Regression and Kernel -means Clustering
T Yasuda, D Woodruff, M Fernandez
International Conference on Machine Learning, 7055-7063, 2019
6*2019
Improved Algorithms for Low Rank Approximation from Sparsity
DP Woodruff, T Yasuda
Proceedings of the 2022 Annual ACM-SIAM Symposium on Discrete Algorithms …, 2022
52022
The Query Complexity of Mastermind with Distances
M Fernández, DP Woodruff, T Yasuda
Approximation, Randomization, and Combinatorial Optimization. Algorithms and …, 2019
32019
Performance of Regularization for Sparse Convex Optimization
K Axiotis, T Yasuda
arXiv preprint arXiv:2307.07405, 2023
22023
Sketching algorithms for sparse dictionary learning: PTAS and turnstile streaming
G Dexter, P Drineas, D Woodruff, T Yasuda
Advances in Neural Information Processing Systems 36, 2024
12024
Nearly Linear Sparsification of Subspace Approximation
DP Woodruff, T Yasuda
arXiv preprint arXiv:2407.03262, 2024
2024
Coresets for Multiple Regression
DP Woodruff, T Yasuda
arXiv preprint arXiv:2406.02432, 2024
2024
Reweighted Solutions for Weighted Low Rank Approximation
DP Woodruff, T Yasuda
arXiv preprint arXiv:2406.02431, 2024
2024
Algorithms for Matrix Approximation: Sketching, Sampling, and Sparse Optimization
T Yasuda
Carnegie Mellon University, 2024
2024
SequentialAttention++ for Block Sparsification: Differentiable Pruning Meets Combinatorial Optimization
T Yasuda, K Axiotis, G Fu, MH Bateni, V Mirrokni
arXiv preprint arXiv:2402.17902, 2024
2024
The nonlinear stability regime of the viscous Faraday wave problem
D Altizio, I Tice, X Wu, T Yasuda
arXiv preprint arXiv:1905.04747, 2019
2019
Asymptotic Stability of the Faraday Wave Problem
T Yasuda
Carnegie Mellon University, 2019
2019
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