Vivak Patel

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 14

Top Topics

Matrix Factorization

Stochastic Gradient Descent

Global Convergence

Top Venues

SIAM J. Matrix Anal. Appl.

IEEE Control. Syst. Lett.

Publications

Vivak Patel, Mohammad Jahangoshahi, Daniel Adrian Maldonado
Randomized Block Adaptive Linear System Solvers. SIAM J. Matrix Anal. Appl. 44 (3) (2023)
Nathaniel Pritchard, Vivak Patel
Towards Practical Large-Scale Randomized Iterative Least Squares Solvers through Uncertainty Quantification. SIAM/ASA J. Uncertain. Quantification 11 (3) (2023)
Vivak Patel, Shushu Zhang, Bowen Tian
Global Convergence and Stability of Stochastic Gradient Descent. NeurIPS (2022)
Vivak Patel
Stopping criteria for, and strong convergence of, stochastic gradient descent on Bottou-Curtis-Nocedal functions. Math. Program. 195 (1) (2022)
Vivak Patel, Mohammad Jahangoshahi, Daniel Adrian Maldonado
Randomized Block Adaptive Linear System Solvers. CoRR (2022)
Nathaniel Pritchard, Vivak Patel
Residual Tracking and Stopping for Iterative Random Sketching. CoRR (2022)
Vivak Patel, Bowen Tian, Shushu Zhang
Global Convergence and Stability of Stochastic Gradient Descent. CoRR (2021)
Liam Johnston, Vivak Patel
Second-Order Sensitivity Methods for Robustly Training Recurrent Neural Network Models. IEEE Control. Syst. Lett. 5 (2) (2021)
Vivak Patel, Mohammad Jahangoshahi, Daniel A. Maldonado
An Implicit Representation and Iterative Solution of Randomly Sketched Linear Systems. SIAM J. Matrix Anal. Appl. 42 (2) (2021)
Vivak Patel, Mohammad Jahangoshahi, Daniel Adrian Maldonado
Convergence of Adaptive, Randomized, Iterative Linear Solvers. CoRR (2021)
Yuji Saikai, Vivak Patel, Paul D. Mitchell
Machine learning for optimizing complex site-specific management. Comput. Electron. Agric. 174 (2020)
Vivak Patel
Stopping Criteria for, and Strong Convergence of, Stochastic Gradient Descent on Bottou-Curtis-Nocedal Functions. CoRR (2020)
Vivak Patel
On SGD's Failure in Practice: Characterizing and Overcoming Stalling. CoRR (2017)
Vivak Patel
Kalman-Based Stochastic Gradient Method with Stop Condition and Insensitivity to Conditioning. SIAM J. Optim. 26 (4) (2016)