Publications by David Woodruff

Conference

ROBUST ALGORITHMS ON ADAPTIVE INPUTS FROM BOUNDED ADVERSARIES

2023 • 11th International Conference on Learning Representations Iclr 2023
Cherapanamjeri Y, Silwal S, Woodruff DP, Zhang F, Zhang Q, Zhou S

Conference

Sharper Bounds for ℓp Sensitivity Sampling

2023 • Proceedings of Machine Learning Research • 202:37238-37272
Woodruff DP, Yasuda T

Conference

Task-Based MoE for Multitask Multilingual Machine Translation

2023 • MRL 2023 3rd Workshop on Multi Lingual Representation Learning Proceedings of the Workshop • 268-281
Pham H, Kim YJ, Mukherjee S, Woodruff DP, Póczos B, Awadalla HH

Conference

The ℓp-Subspace Sketch Problem in Small Dimensions with Applications to Support Vector Machines

2023 • Proceedings of the Annual ACM SIAM Symposium on Discrete Algorithms • 2023-January:850-877
Li Y, Lin H, Woodruff DP

Conference

ℓp-Regression in the Arbitrary Partition Model of Communication

2023 • Proceedings of Machine Learning Research • 195:4902-4928
Li Y, Lin H, Woodruff D

Conference

FAST REGRESSION FOR STRUCTURED INPUTS

2022 • Iclr 2022 10th International Conference on Learning Representations
Meyer RA, Musco C, Musco C, Woodruff DP, Zhou S