Vivak Patel - researchr alias

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Viewing Publication 1 - 8 from 8

2023

Randomized Block Adaptive Linear System SolversVivak Patel, Mohammad Jahangoshahi, Daniel Adrian Maldonado. siammax, 44(3):1349-1369, September 2023. [doi]

Towards Practical Large-Scale Randomized Iterative Least Squares Solvers through Uncertainty QuantificationNathaniel Pritchard, Vivak Patel. juq, 11(3):996-1024, September 2023. [doi]

2022

Stopping criteria for, and strong convergence of, stochastic gradient descent on Bottou-Curtis-Nocedal functionsVivak Patel. mp, 195(1):693-734, 2022. [doi]

Global Convergence and Stability of Stochastic Gradient DescentVivak Patel, Shushu Zhang, Bowen Tian. nips 2022: [doi]

2021

Second-Order Sensitivity Methods for Robustly Training Recurrent Neural Network ModelsLiam Johnston, Vivak Patel. csysl, 5(2):529-534, 2021. [doi]

An Implicit Representation and Iterative Solution of Randomly Sketched Linear SystemsVivak Patel, Mohammad Jahangoshahi, Daniel A. Maldonado. siammax, 42(2):800-831, 2021. [doi]

2020

Machine learning for optimizing complex site-specific managementYuji Saikai, Vivak Patel, Paul D. Mitchell. cea, 174:105381, 2020. [doi]

2016

Kalman-Based Stochastic Gradient Method with Stop Condition and Insensitivity to ConditioningVivak Patel. siamjo, 26(4):2620-2648, 2016. [doi]

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