Junhyung Lyle Kim
Junhyung Lyle Kim
Ph.D. Student, Computer Science Department, Rice University
Verified email at - Homepage
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Fast quantum state reconstruction via accelerated non-convex programming
JL Kim, G Kollias, A Kalev, KX Wei, A Kyrillidis
arXiv preprint arXiv:2104.07006, 2021
Convergence and Stability of the Stochastic Proximal Point Algorithm with Momentum
JL Kim, P Toulis, A Kyrillidis
Learning for Dynamics and Control Conference, 1034-1047, 2022
Local Stochastic Factored Gradient Descent for Distributed Quantum State Tomography
JL Kim, MT Toghani, CA Uribe, A Kyrillidis
arXiv preprint arXiv:2203.11579, 2022
How much pre-training is enough to discover a good subnetwork?
CR Wolfe, Q Wang, JL Kim, A Kyrillidis
Proceedings of Machine Learning Research vol 144, 1-33, 2022
Extragradient with Positive Momentum is Optimal for Games with Cross-Shaped Jacobian Spectrum
JL Kim, G Gidel, A Kyrillidis, F Pedregosa
arXiv preprint arXiv:2211.04659, 2022
Package ‘sgd’
JL Kim, D Tran, P Toulis, T Lian, Y Kuang, E Airoldi
Acceleration and Stability of the Stochastic Proximal Point Algorithm
JL Kim, P Toulis, A Kyrillidis
NeurIPS 2021 Workshop on Optimization for Machine Learning, 2021
Momentum-inspired Low-Rank Coordinate Descent for Diagonally Constrained SDPs
JL Kim, JAL Benitez, MT Toghani, C Wolfe, Z Zhang, A Kyrillidis
arXiv preprint arXiv:2106.08775, 2021
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