| Online learning with inexact proximal online gradient descent algorithms R Dixit, AS Bedi, R Tripathi, K Rajawat IEEE Transactions on Signal Processing 67 (5), 1338-1352, 2019 | 114 | 2019 |
| Online learning over dynamic graphs via distributed proximal gradient algorithm R Dixit, AS Bedi, K Rajawat IEEE Transactions on Automatic Control 66 (11), 5065-5079, 2020 | 43 | 2020 |
| Exit time analysis for approximations of gradient descent trajectories around saddle points R Dixit, M Gürbüzbalaban, WU Bajwa Information and Inference: A Journal of the IMA 12 (2), 714-786, 2023 | 8 | 2023 |
| Distributed online learning over time-varying graphs via proximal gradient descent R Dixit, AS Bedi, K Rajawat, A Koppel 2019 IEEE 58th Conference on Decision and Control (CDC), 2745-2751, 2019 | 6 | 2019 |
| Boundary conditions for linear exit time gradient trajectories around saddle points: Analysis and algorithm R Dixit, M Gürbüzbalaban, WU Bajwa IEEE Transactions on Information Theory 69 (4), 2556-2602, 2022 | 5 | 2022 |
| Time varying optimization via inexact proximal online gradient descent R Dixit, AS Bedi, R Tripathi, K Rajawat 2018 52nd Asilomar Conference on Signals, Systems, and Computers, 759-763, 2018 | 4 | 2018 |
| Second order cone programming based localization method for internet of things S Kumar, R Dixit, RM Hegde 2017 4th International Conference on Control, Decision and Information …, 2017 | 2 | 2017 |
| Accelerated gradient methods for nonconvex optimization: Escape trajectories from strict saddle points and convergence to local minima R Dixit, M Gurbuzbalaban, WU Bajwa arXiv preprint arXiv:2307.07030, 2023 | 1 | 2023 |
| RESIST: Resilient Decentralized Learning Using Consensus Gradient Descent C Fang*, R Dixit*, WU Bajwa, M Gurbuzbalaban arXiv preprint arXiv:2502.07977, 2025 | | 2025 |
| Gradient Based Methods for Nonconvex Optimization: A Dynamical Systems Viewpoint R Dixit Rutgers The State University of New Jersey, School of Graduate Studies, 2024 | | 2024 |
| Nonconvex first-order optimization: When can gradient descent escape saddle points in linear time? R Dixit, WU Bajwa | | 2021 |
| Second Order Cone Programming for Sensor Node Localization in Mixed LOS/NLOS Conditions S Kumar, R Dixit, RM Hegde arXiv preprint arXiv:1508.02834, 2015 | | 2015 |
| CS679A: Term paper R Dixit, S Shaju, U Jain | | 2015 |
| Signal Processing for Networks and Graphs Adaptive Diffusions for Scalable Learning Over Graphs..... D. Berberidis, AN Nikolakopoulos, and GB Giannakis 1307 R Dixit, AS Bedi, R Tripathi, K Rajawat, AH Phan, P Tichavský, A Cichocki | | |
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