Halyun Jeong

According to our database, Halyun Jeong authored at least 12 papers between 2009 and 2024.

Collaborative distances:

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

2024

Stochastic gradient descent for streaming linear and rectified linear systems with Massart noise.

Halyun Jeong, Deanna Needell, Elizaveta Rebrova

CoRR, 2024

2023

Linear Convergence of Reshuffling Kaczmarz Methods With Sparse Constraints.

Halyun Jeong, Deanna Needell

CoRR, 2023

Federated Gradient Matching Pursuit.

Halyun Jeong, Deanna Needell, Jing Qin

CoRR, 2023

Nearly Optimal Bounds for Cyclic Forgetting.

William Swartworth, Deanna Needell, Rachel A. Ward, Mark Kong, Halyun Jeong

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Polar Deconvolution of Mixed Signals.

Zhenan Fan, Halyun Jeong, Babhru Joshi, Michael P. Friedlander

IEEE Trans. Signal Process., 2022

NBIHT: An Efficient Algorithm for 1-Bit Compressed Sensing With Optimal Error Decay Rate.

Michael P. Friedlander, Halyun Jeong, Yaniv Plan, Özgür Yilmaz

IEEE Trans. Inf. Theory, 2022

2020

Atomic Decomposition via Polar Alignment: The Geometry of Structured Optimization.

Zhenan Fan, Halyun Jeong, Yifan Sun, Michael P. Friedlander

Found. Trends Optim., 2020

Sub-Gaussian Matrices on Sets: Optimal Tail Dependence and Applications.

Halyun Jeong, Xiaowei Li, Yaniv Plan, Özgür Yilmaz

CoRR, 2020

2019

Polar Alignment and Atomic Decomposition.

Zhenan Fan, Halyun Jeong, Yifan Sun, Michael P. Friedlander

CoRR, 2019

Are we there yet? Manifold identification of gradient-related proximal methods.

Yifan Sun, Halyun Jeong, Julie Nutini, Mark Schmidt

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

2017

Convergence of the randomized Kaczmarz method for phase retrieval.

Halyun Jeong, C. Sinan Güntürk

CoRR, 2017

2009

Sparse linear representation.

Halyun Jeong, Young-Han Kim

Proceedings of the IEEE International Symposium on Information Theory, 2009