Junhyung Lyle Kim

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 14

Top Topics

Convex Programming

Proximal Point Algorithm

Principal Component Analysis

Top Venues

Trans. Mach. Learn. Res.

IEEE Control. Syst. Lett.

Publications

Junhyung Lyle Kim, Mohammad Taha Toghani, César A. Uribe, Anastasios Kyrillidis
Adaptive Federated Learning with Auto-Tuned Clients. ICLR (2024)
Junhyung Lyle Kim, Nai-Hui Chia, Anastasios Kyrillidis
A Catalyst Framework for the Quantum Linear System Problem via the Proximal Point Algorithm. CoRR (2024)
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)
Junhyung Lyle Kim, Gauthier Gidel, Anastasios Kyrillidis, Fabian Pedregosa
When is Momentum Extragradient Optimal? A Polynomial-Based Analysis. Trans. Mach. Learn. Res. 2024 (2024)
Junhyung Lyle Kim, Mohammad Taha Toghani, César A. Uribe, Anastasios Kyrillidis
Adaptive Federated Learning with Auto-Tuned Clients. CoRR (2023)
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 (2023)
Fangshuo Liao, Junhyung Lyle Kim, Cruz Barnum, Anastasios Kyrillidis
On the Error-Propagation of Inexact Deflation for Principal Component Analysis. CoRR (2023)
Junhyung Lyle Kim, Gauthier Gidel, Anastasios Kyrillidis, Fabian Pedregosa
Extragradient with Positive Momentum is Optimal for Games with Cross-Shaped Jacobian Spectrum. CoRR (2022)
Junhyung Lyle Kim, Panos Toulis, Anastasios Kyrillidis
Convergence and Stability of the Stochastic Proximal Point Algorithm with Momentum. L4DC (2022)
Junhyung Lyle Kim, Mohammad Taha Toghani, César A. Uribe, Anastasios Kyrillidis
Local Stochastic Factored Gradient Descent for Distributed Quantum State Tomography. CoRR (2022)
Cameron R. Wolfe, Qihan Wang, Junhyung Lyle Kim, Anastasios Kyrillidis
Provably Efficient Lottery Ticket Discovery. CoRR (2021)
Junhyung Lyle Kim, George Kollias, Amir Kalev, Ken X. Wei, Anastasios Kyrillidis
Fast quantum state reconstruction via accelerated non-convex programming. CoRR (2021)
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 (2021)
Junhyung Lyle Kim, Panos Toulis, Anastasios Kyrillidis
Convergence and Stability of the Stochastic Proximal Point Algorithm with Momentum. CoRR (2021)