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Yasuda, Taisuke
12 publications
ICLR
2025
Streaming Algorithms for $\ell_p$ Flows and $\ell_p$ Regression
Amit Chakrabarti
,
Jeffrey Jiang
,
David Woodruff
,
Taisuke Yasuda
ICML
2024
Coresets for Multiple $\ell_p$ Regression
David Woodruff
,
Taisuke Yasuda
NeurIPS
2024
John Ellipsoids via Lazy Updates
David P. Woodruff
,
Taisuke Yasuda
ICML
2024
Reweighted Solutions for Weighted Low Rank Approximation
David Woodruff
,
Taisuke Yasuda
NeurIPS
2024
SequentialAttention++ for Block Sparsification: Differentiable Pruning Meets Combinatorial Optimization
Taisuke Yasuda
,
Kyriakos Axiotis
,
Gang Fu
,
MohammadHossein Bateni
,
Vahab Mirrokni
ICLR
2023
Sequential Attention for Feature Selection
Taisuke Yasuda
,
Mohammadhossein Bateni
,
Lin Chen
,
Matthew Fahrbach
,
Gang Fu
,
Vahab Mirrokni
ICMLW
2023
Sequential Attention for Feature Selection
Taisuke Yasuda
,
Mohammadhossein Bateni
,
Lin Chen
,
Matthew Fahrbach
,
Gang Fu
,
Vahab Mirrokni
ICML
2023
Sharper Bounds for $\ell_p$ Sensitivity Sampling
David Woodruff
,
Taisuke Yasuda
NeurIPS
2023
Sketching Algorithms for Sparse Dictionary Learning: PTAS and Turnstile Streaming
Gregory Dexter
,
Petros Drineas
,
David Woodruff
,
Taisuke Yasuda
ICMLW
2023
Tensor Proxies for Efficient Feature Cross Search
Taisuke Yasuda
,
Mohammadhossein Bateni
,
Lin Chen
,
Matthew Fahrbach
,
Gang Fu
COLT
2021
Exponentially Improved Dimensionality Reduction for L1: Subspace Embeddings and Independence Testing
Yi Li
,
David Woodruff
,
Taisuke Yasuda
ICML
2019
Tight Kernel Query Complexity of Kernel Ridge Regression and Kernel $k$-Means Clustering
Taisuke Yasuda
,
David Woodruff
,
Manuel Fernandez