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ORCIDJunhyung Lyle Kim
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2020 – today
- 2024
[j3]Junhyung Lyle Kim, Gauthier Gidel, Anastasios Kyrillidis, Fabian Pedregosa:
When is Momentum Extragradient Optimal? A Polynomial-Based Analysis. Trans. Mach. Learn. Res. 2024 (2024)- [j2]Cameron R. Wolfe, Fangshuo Liao, Qihan Wang, Junhyung Lyle Kim, Anastasios Kyrillidis:
How Much Pre-training Is Enough to Discover a Good Subnetwork? Trans. Mach. Learn. Res. 2024 (2024) - [c3]Junhyung Lyle Kim, Mohammad Taha Toghani, César A. Uribe, Anastasios Kyrillidis:
Adaptive Federated Learning with Auto-Tuned Clients. ICLR 2024 - [c2]Fangshuo Liao, Junhyung Lyle Kim, Cruz Barnum, Anastasios Kyrillidis:
On the Error-Propagation of Inexact Hotelling's Deflation for Principal Component Analysis. ICML 2024 - [i9]Junhyung Lyle Kim, Nai-Hui Chia, Anastasios Kyrillidis:
A Catalyst Framework for the Quantum Linear System Problem via the Proximal Point Algorithm. CoRR abs/2406.13879 (2024) - 2023
- [j1]Junhyung Lyle Kim
, Mohammad Taha Toghani, César A. Uribe, Anastasios Kyrillidis:
Local Stochastic Factored Gradient Descent for Distributed Quantum State Tomography. IEEE Control. Syst. Lett. 7: 199-204 (2023) - [i8]Junhyung Lyle Kim, Mohammad Taha Toghani, César A. Uribe, Anastasios Kyrillidis:
Adaptive Federated Learning with Auto-Tuned Clients. CoRR abs/2306.11201 (2023) - [i7]Fangshuo Liao, Junhyung Lyle Kim, Cruz Barnum, Anastasios Kyrillidis:
On the Error-Propagation of Inexact Deflation for Principal Component Analysis. CoRR abs/2310.04283 (2023) - 2022
- [c1]Junhyung Lyle Kim, Panos Toulis, Anastasios Kyrillidis:
Convergence and Stability of the Stochastic Proximal Point Algorithm with Momentum. L4DC 2022: 1034-1047 - [i6]Junhyung Lyle Kim, Mohammad Taha Toghani, César A. Uribe, Anastasios Kyrillidis:
Local Stochastic Factored Gradient Descent for Distributed Quantum State Tomography. CoRR abs/2203.11579 (2022) - [i5]Junhyung Lyle Kim, Gauthier Gidel, Anastasios Kyrillidis, Fabian Pedregosa:
Extragradient with Positive Momentum is Optimal for Games with Cross-Shaped Jacobian Spectrum. CoRR abs/2211.04659 (2022) - 2021
- [i4]Junhyung Lyle Kim, George Kollias, Amir Kalev, Ken X. Wei, Anastasios Kyrillidis:
Fast quantum state reconstruction via accelerated non-convex programming. CoRR abs/2104.07006 (2021) - [i3]Junhyung Lyle Kim, Jose Antonio Lara Benitez, Mohammad Taha Toghani, Cameron R. Wolfe, Zhiwei Zhang, Anastasios Kyrillidis:
Momentum-inspired Low-Rank Coordinate Descent for Diagonally Constrained SDPs. CoRR abs/2106.08775 (2021) - [i2]Cameron R. Wolfe, Qihan Wang, Junhyung Lyle Kim, Anastasios Kyrillidis:
Provably Efficient Lottery Ticket Discovery. CoRR abs/2108.00259 (2021) - [i1]Junhyung Lyle Kim, Panos Toulis, Anastasios Kyrillidis:
Convergence and Stability of the Stochastic Proximal Point Algorithm with Momentum. CoRR abs/2111.06171 (2021)
Coauthor Index
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