Junhyung Lyle Kim

According to our database, Junhyung Lyle Kim authored at least 12 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

How Much Pre-training Is Enough to Discover a Good Subnetwork?

Cameron R. Wolfe, Fangshuo Liao, Qihan Wang, Junhyung Lyle Kim, Anastasios Kyrillidis

Trans. Mach. Learn. Res., 2024

When is Momentum Extragradient Optimal? A Polynomial-Based Analysis.

Junhyung Lyle Kim, Gauthier Gidel, Anastasios Kyrillidis, Fabian Pedregosa

Trans. Mach. Learn. Res., 2024

A Catalyst Framework for the Quantum Linear System Problem via the Proximal Point Algorithm.

Junhyung Lyle Kim, Nai-Hui Chia, Anastasios Kyrillidis

CoRR, 2024

On the Error-Propagation of Inexact Hotelling's Deflation for Principal Component Analysis.

Fangshuo Liao, Junhyung Lyle Kim, Cruz Barnum, Anastasios Kyrillidis

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Adaptive Federated Learning with Auto-Tuned Clients.

Junhyung Lyle Kim, Mohammad Taha Toghani, César A. Uribe, Anastasios Kyrillidis

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Local Stochastic Factored Gradient Descent for Distributed Quantum State Tomography.

Junhyung Lyle Kim, Mohammad Taha Toghani, César A. Uribe, Anastasios Kyrillidis

IEEE Control. Syst. Lett., 2023

On the Error-Propagation of Inexact Deflation for Principal Component Analysis.

Fangshuo Liao, Junhyung Lyle Kim, Cruz Barnum, Anastasios Kyrillidis

CoRR, 2023

2022

Extragradient with Positive Momentum is Optimal for Games with Cross-Shaped Jacobian Spectrum.

Junhyung Lyle Kim, Gauthier Gidel, Anastasios Kyrillidis, Fabian Pedregosa

CoRR, 2022

Convergence and Stability of the Stochastic Proximal Point Algorithm with Momentum.

Junhyung Lyle Kim, Panos Toulis, Anastasios Kyrillidis

Proceedings of the Learning for Dynamics and Control Conference, 2022

2021

Provably Efficient Lottery Ticket Discovery.

Cameron R. Wolfe, Qihan Wang, Junhyung Lyle Kim, Anastasios Kyrillidis

CoRR, 2021

Momentum-inspired Low-Rank Coordinate Descent for Diagonally Constrained SDPs.

Junhyung Lyle Kim, Jose Antonio Lara Benitez, Mohammad Taha Toghani, Cameron R. Wolfe, Zhiwei Zhang, Anastasios Kyrillidis

CoRR, 2021

Fast quantum state reconstruction via accelerated non-convex programming.

Junhyung Lyle Kim, George Kollias, Amir Kalev, Ken X. Wei, Anastasios Kyrillidis

CoRR, 2021