Halyun Jeong

23 papers A* 1A 1B 1Journal 20
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Theoretical Framework for Discovering Groups and Unitary Representations via Tensor Factorization.
CoRR
Dongsung Huh, Halyun Jeong
2025 J jnl
A federated Kaczmarz algorithm.
CoRR
Halyun Jeong, Deanna Needell, Chi-Hao Wu
2025 J jnl
Beyond Discreteness: Finite-Sample Analysis of Straight-Through Estimator for Quantization.
CoRR
Halyun Jeong, Jack Xin, Penghang Yin
2025 J jnl
Infinite-Dimensional Operator/Block Kaczmarz Algorithms: Regret Bounds and λ-Effectiveness.
CoRR
Halyun Jeong, Palle E. T. Jorgensen, Hyun-Kyoung Kwon, Myung-Sin Song
2025 J jnl
Linear Convergence of Reshuffling Kaczmarz Methods with Sparse Constraints.
SIAM J. Sci. Comput.
Halyun Jeong, Deanna Needell
2025 J jnl
Stochastic Gradient Descent for Streaming Linear and Rectified Linear Systems with Adversarial Corruptions.
SIAM J. Math. Data Sci.
Halyun Jeong, Deanna Needell, Elizaveta Rebrova
2024 J jnl
Federated Gradient Matching Pursuit.
IEEE Trans. Inf. Theory
Halyun Jeong, Deanna Needell, Jing Qin
2024 J jnl
Robust Fourier Neural Networks.
CoRR
Halyun Jeong, Jihun Han
2024 J jnl
Stochastic gradient descent for streaming linear and rectified linear systems with Massart noise.
CoRR
Halyun Jeong, Deanna Needell, Elizaveta Rebrova
2023 J jnl
Federated Gradient Matching Pursuit.
CoRR
Halyun Jeong, Deanna Needell, Jing Qin
2023 J jnl
Linear Convergence of Reshuffling Kaczmarz Methods With Sparse Constraints.
CoRR
Halyun Jeong, Deanna Needell
2023 A* conf
Nearly Optimal Bounds for Cyclic Forgetting.
NeurIPS
William Swartworth, Deanna Needell, Rachel A. Ward, Mark Kong, Halyun Jeong
2022 J jnl
NBIHT: An Efficient Algorithm for 1-Bit Compressed Sensing With Optimal Error Decay Rate.
IEEE Trans. Inf. Theory
Michael P. Friedlander, Halyun Jeong, Yaniv Plan, Özgür Yilmaz
2022 J jnl
Polar Deconvolution of Mixed Signals.
IEEE Trans. Signal Process.
Zhenan Fan, Halyun Jeong, Babhru Joshi, Michael P. Friedlander
2020 J jnl
Atomic Decomposition via Polar Alignment: The Geometry of Structured Optimization.
Found. Trends Optim.
Zhenan Fan, Halyun Jeong, Yifan Sun, Michael P. Friedlander
2020 J jnl
NBIHT: An Efficient Algorithm for 1-bit Compressed Sensing with Optimal Error Decay Rate.
CoRR
Michael P. Friedlander, Halyun Jeong, Yaniv Plan, Özgür Yilmaz
2020 J jnl
Polar Deconvolution of Mixed Signals.
CoRR
Zhenan Fan, Halyun Jeong, Babhru Joshi, Michael P. Friedlander
2020 J jnl
Sub-Gaussian Matrices on Sets: Optimal Tail Dependence and Applications.
CoRR
Halyun Jeong, Xiaowei Li, Yaniv Plan, Özgür Yilmaz
2019 A conf
Are we there yet? Manifold identification of gradient-related proximal methods.
AISTATS
Yifan Sun, Halyun Jeong, Julie Nutini, Mark Schmidt
2019 J jnl
Polar Alignment and Atomic Decomposition.
CoRR
Zhenan Fan, Halyun Jeong, Yifan Sun, Michael P. Friedlander
2017 J jnl
Convergence of the randomized Kaczmarz method for phase retrieval.
CoRR
Halyun Jeong, C. Sinan Güntürk
2009 J jnl
Sparse Linear Representation
CoRR
Halyun Jeong, Young-Han Kim
2009 B conf
Sparse linear representation.
ISIT
Halyun Jeong, Young-Han Kim