| Direct Runge-Kutta Discretization Achieves Acceleration J Zhang, A Mokhtari, S Sra, A Jadbabaie Advances in Neural Information Processing Systems 2018, 2018 | 50 | 2018 |
| Why gradient clipping accelerates training: A theoretical justification for adaptivity AJ Jingzhao Zhang, Tianxing He, Suvrit Sra International Conference on Learning Representations 2020, 2020 | 49* | 2020 |
| 3D computer-generated holography by non-convex optimization J Zhang, N Pégard, J Zhong, H Adesnik, L Waller Optica 4 (10), 1306-1313, 2017 | 47 | 2017 |
| Why are Adaptive Methods Good for Attention Models? J Zhang, SP Karimireddy, A Veit, S Kim, SJ Reddi, S Kumar, S Sra arXiv preprint arXiv:1912.03194, 2019 | 33* | 2019 |
| R-SPIDER: A Fast Riemannian Stochastic Optimization Algorithm with Curvature Independent Rate J Zhang, H Zhang, S Sra arXiv preprint arXiv:1811.04194, 2018 | 16 | 2018 |
| Complexity of Finding Stationary Points of Nonconvex Nonsmooth Functions J Zhang, H Lin, S Jegelka, S Sra, A Jadbabaie International Conference on Machine Learning, 11173-11182, 2020 | 11* | 2020 |
| Quantifying exposure bias for neural language generation T He, J Zhang, Z Zhou, J Glass arXiv preprint arXiv:1905.10617, 2019 | 11 | 2019 |
| Achieving Acceleration in Distributed Optimization via Direct Discretization of the Heavy-Ball ODE J Zhang, CA Uribe, A Mokhtari, A Jadbabaie 2019 American Control Conference, 2018 | 6 | 2018 |
| A probe towards understanding gan and vae models L Mi, M Shen, J Zhang arXiv preprint arXiv:1812.05676, 2018 | 5 | 2018 |
| Acceleration in First Order Quasi-strongly Convex Optimization by ODE Discretization J Zhang, S Sra, A Jadbabaie 2019 Conference on Decision and Control, 2019 | 3 | 2019 |
| Holographic temporal focusing for 3d photo-activation with single neuron resolution N Pégard, A Mardinly, J Zhang, S Sridharan, L Waller, H Adesnik Optics and the Brain, BrM3B. 2, 2017 | 2 | 2017 |
| Coping with Label Shift via Distributionally Robust Optimisation J Zhang, A Menon, A Veit, S Bhojanapalli, S Kumar, S Sra arXiv preprint arXiv:2010.12230, 2020 | | 2020 |
| Stochastic Optimization with Non-stationary Noise J Zhang, H Lin, S Das, S Sra, A Jadbabaie arXiv preprint arXiv:2006.04429, 2020 | | 2020 |
| Dynamical systems view of acceleration in first order optimization J Zhang Massachusetts Institute of Technology, 2019 | | 2019 |
| Nonlinear optimization for partially coherent phase recovery with Abbe’s method J Zhang, J Zhong, L Waller Digital Holography and Three-Dimensional Imaging, JT3A. 27, 2016 | | 2016 |
Suvrit SraMITVerified email at mit.edu
