William Swartworth

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 18

Top Topics

Negative Matrix Factorization

Systems Of Linear Equations

Convex Optimization

Top Venues

SIAM J. Matrix Anal. Appl.

Publications

Mehrdad Ghadiri, Yin Tat Lee, Swati Padmanabhan, William Swartworth, David P. Woodruff, Guanghao Ye
Improving the Bit Complexity of Communication for Distributed Convex Optimization. STOC (2024)
William Swartworth, David P. Woodruff
Fast Sampling Based Sketches for Tensors. CoRR (2024)
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 (2024)
William Swartworth, Deanna Needell, Rachel A. Ward, Mark Kong, Halyun Jeong
Nearly Optimal Bounds for Cyclic Forgetting. NeurIPS (2023)
William Swartworth, David P. Woodruff
Optimal Eigenvalue Approximation via Sketching. CoRR (2023)
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)
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 (2023)
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)
William Swartworth, David P. Woodruff
Optimal Eigenvalue Approximation via Sketching. STOC (2023)
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 (2023)
Deanna Needell, William Swartworth, David P. Woodruff
Testing Positive Semidefiniteness Using Linear Measurements. FOCS (2022)
Deanna Needell, William Swartworth, David P. Woodruff
Testing Positive Semidefiniteness Using Linear Measurements. CoRR (2022)
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) (2022)
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)
Yotam Yaniv, Jacob D. Moorman, William Swartworth, Thomas K. Tu, Daji Landis, Deanna Needell
Selectable Set Randomized Kaczmarz. CoRR (2021)
Shuang Li, Deanna Needell, William Swartworth
An Untrained One-layer Convolutional Network-based Method for Line Spectral Estimation. ACSCC (2021)
Jamie Haddock, Deanna Needell, Elizaveta Rebrova, William Swartworth
Stochastic Gradient Descent Variants for Corrupted Systems of Linear Equations. CISS (2020)
Jamie Haddock, Deanna Needell, Elizaveta Rebrova, William Swartworth
Quantile-based Iterative Methods for Corrupted Systems of Linear Equations. CoRR (2020)