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Journal Articles
- 2023
[j2]Yotam Yaniv
, Jacob D. Moorman, William Swartworth, Thomas K. Tu, Daji Landis, Deanna Needell:
Selectable Set Randomized Kaczmarz. Numer. Linear Algebra Appl. 30(1) (2023)- 2022
- [j1]Jamie Haddock, Deanna Needell, Elizaveta Rebrova, William Swartworth:
Quantile-Based Iterative Methods for Corrupted Systems of Linear Equations. SIAM J. Matrix Anal. Appl. 43(2): 605-637 (2022)
Conference and Workshop Papers
- 2023
- [c10]Shuang Li, William J. Swartworth, Martin Takác, Deanna Needell, Robert M. Gower:
SP2 : A Second Order Stochastic Polyak Method. ICLR 2023 - [c9]Erin George, Michael Murray, William Swartworth, Deanna Needell:
Training shallow ReLU networks on noisy data using hinge loss: when do we overfit and is it benign? NeurIPS 2023 - [c8]William Swartworth, Deanna Needell, Rachel A. Ward, Mark Kong, Halyun Jeong:
Nearly Optimal Bounds for Cyclic Forgetting. NeurIPS 2023 - [c7]William Swartworth, David P. Woodruff:
Optimal Eigenvalue Approximation via Sketching. STOC 2023: 145-155 - 2022
- [c6]Xiaofu Ding, Xinyu Dong, Olivia McGough, Chenxin Shen, Annie Ulichney, Ruiyao Xu, William Swartworth, Jocelyn T. Chi, Deanna Needell:
Population-Based Hierarchical Non-Negative Matrix Factorization for Survey Data. BDCAT 2022: 184-193 - [c5]Deanna Needell, William Swartworth, David P. Woodruff:
Testing Positive Semidefiniteness Using Linear Measurements. FOCS 2022: 87-97 - 2021
- [c4]Shuang Li, Deanna Needell, William Swartworth:
An Untrained One-layer Convolutional Network-based Method for Line Spectral Estimation. ACSCC 2021: 795-799 - [c3]Michael R. Lindstrom, William J. Swartworth, Deanna Needell:
Reconstructing Piezoelectric Responses over a Lattice: Adaptive Sampling of Low Dimensional Time Series Representations Based on Relative Isolation and Gradient Size. SMC 2021: 420-429 - 2020
- [c2]Jamie Haddock, Deanna Needell, Elizaveta Rebrova, William Swartworth:
Stochastic Gradient Descent Variants for Corrupted Systems of Linear Equations. CISS 2020: 1-6 - 2017
- [c1]Cody R. Freitag, Eric Price, William J. Swartworth:
Testing Hereditary Properties of Sequences. APPROX-RANDOM 2017: 44:1-44:10
Informal and Other Publications
- 2024
- [i8]Mehrdad Ghadiri, Yin Tat Lee, Swati Padmanabhan, William Swartworth, David P. Woodruff, Guanghao Ye:
Improving the Bit Complexity of Communication for Distributed Convex Optimization. CoRR abs/2403.19146 (2024) - 2023
- [i7]William Swartworth, David P. Woodruff:
Optimal Eigenvalue Approximation via Sketching. CoRR abs/2304.09281 (2023) - [i6]Erin George, Michael Murray, William Swartworth, Deanna Needell:
Training shallow ReLU networks on noisy data using hinge loss: when do we overfit and is it benign? CoRR abs/2306.09955 (2023) - [i5]Cullen Haselby, Mark A. Iwen, Deanna Needell, Elizaveta Rebrova, William Swartworth:
Fast and Low-Memory Compressive Sensing Algorithms for Low Tucker-Rank Tensor Approximation from Streamed Measurements. CoRR abs/2308.13709 (2023) - 2022
- [i4]Deanna Needell, William Swartworth, David P. Woodruff:
Testing Positive Semidefiniteness Using Linear Measurements. CoRR abs/2204.03782 (2022) - [i3]Shuang Li, William J. Swartworth, Martin Takác, Deanna Needell, Robert M. Gower:
SP2: A Second Order Stochastic Polyak Method. CoRR abs/2207.08171 (2022) - 2021
- [i2]Yotam Yaniv, Jacob D. Moorman, William Swartworth, Thomas K. Tu, Daji Landis, Deanna Needell:
Selectable Set Randomized Kaczmarz. CoRR abs/2110.04703 (2021) - 2020
- [i1]Jamie Haddock, Deanna Needell, Elizaveta Rebrova, William Swartworth:
Quantile-based Iterative Methods for Corrupted Systems of Linear Equations. CoRR abs/2009.08089 (2020)
Coauthor Index
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