| Kalman-Based Stochastic Gradient Method with Stop Condition and Insensitivity to Conditioning V Patel SIAM Journal on Optimization 26 (4), 2620–2648, 2016 | 40 | 2016 |
| Machine learning for optimizing complex site-specific management Y Saikai, V Patel, PD Mitchell Computers and Electronics in Agriculture 174, 105381, 2020 | 24 | 2020 |
| Stopping criteria for, and strong convergence of, stochastic gradient descent on Bottou-Curtis-Nocedal functions V Patel Mathematical Programming 195 (1), 693-734, 2022 | 23 | 2022 |
| Global convergence and stability of stochastic gradient descent V Patel, S Zhang, B Tian Advances in Neural Information Processing Systems 35, 36014-36025, 2022 | 18 | 2022 |
| The impact of local geometry and batch size on the convergence and divergence of stochastic gradient descent V Patel arXiv preprint arXiv:1709.04718 9, 2017 | 14* | 2017 |
| Gradient Descent in the Absence of Global Lipschitz Continuity of the Gradients V Patel, AS Berahas arXiv preprint arXiv:2210.02418, 2022 | 10 | 2022 |
| An implicit representation and iterative solution of randomly sketched linear systems V Patel, M Jahangoshahi, DA Maldonado SIAM Journal on Matrix Analysis and Applications 42 (2), 800-831, 2021 | 10 | 2021 |
| Stochastic gradient descent on nonconvex functions with general noise models V Patel, S Zhang arXiv preprint arXiv:2104.00423, 2021 | 9 | 2021 |
| Second-order sensitivity methods for robustly training recurrent neural network models L Johnston, V Patel IEEE Control Systems Letters 5 (2), 529-534, 2020 | 7 | 2020 |
| A statistical approach to dynamic load modelling and identification with high frequency measurements DA Maldonado, V Patel, M Anitescu, A Flueck 2017 IEEE Power & Energy Society General Meeting, 1-5, 2017 | 5 | 2017 |
| Convergence of adaptive, randomized, iterative linear solvers V Patel, M Jahangoshahi, DA Maldonado arXiv preprint arXiv:2104.04816, 2021 | 4 | 2021 |
| Towards Practical Large-Scale Randomized Iterative Least Squares Solvers through Uncertainty Quantification N Pritchard, V Patel SIAM/ASA Journal on Uncertainty Quantification 11 (3), 996-1024, 2023 | 2 | 2023 |
| Randomized Block Adaptive Linear System Solvers V Patel, M Jahangoshahi, DA Maldonado SIAM Journal on Matrix Analysis and Applications 44 (3), 1349-1369, 2023 | 2 | 2023 |
| Sequential Bayesian parameter estimation of stochastic dynamic load models DA Maldonado, V Rao, M Anitescu, V Patel Electric Power Systems Research 189, 106606, 2020 | 2 | 2020 |
| Semiparametric estimation of solar generation V Patel, DA Maldonado, M Anitescu 2018 IEEE Power & Energy Society General Meeting (PESGM), 1-5, 2018 | 2 | 2018 |
| Pseudo 3D RVE Based Finite Element Simulation on White Matter Y Pan, V Patel, AA Pelegri, DI Shreiber ASME International Mechanical Engineering Congress and Exposition 45189, 847-850, 2012 | 2 | 2012 |
| Residual Tracking and Stopping for Solving Consistent Linear Inverse Problems with Finite Domains N Pritchard, V Patel arXiv preprint arXiv:2201.05741, 2022 | 1 | 2022 |
| Residual Tracking and Stopping for Iterative Random Sketching. N Pritchard, V Patel arXiv preprint arXiv:2201.05741, 2022 | 1 | 2022 |
| Stochastic approximation for high-frequency observations in data assimilation S Zhang, V Patel arXiv preprint arXiv:2011.02672, 2020 | 1 | 2020 |
| Adaptive Experimental Design Using Bayesian Optimization to Improve the Cost Efficiency of Small Plot Field Trials Y Saikai, V Patel, L Gutierrez, P Mitchell, SP Conley, J Colquhoun, B Luck ASA, CSSA and SSSA International Annual Meetings (2019), 2019 | 1 | 2019 |
