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ORCIDKiryung Lee
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Books and Theses
- 2012
[b1]Kiryung Lee:
Efficient and guaranteed algorithms for sparse inverse problems. University of Illinois Urbana-Champaign, USA, 2012
Journal Articles
- 2024
- [j26]Seonho Kim
, Kiryung Lee:
Max-Affine Regression via First-Order Methods. SIAM J. Math. Data Sci. 6(2): 534-552 (2024) - [j25]Seonho Kim, Sohail Bahmani, Kiryung Lee:
Max-Linear Regression by Convex Programming. IEEE Trans. Inf. Theory 70(3): 1897-1912 (2024) - [j24]Meghna Kalra, Kiryung Lee:
Stable Estimation of Pulses of Unknown Shape From Multiple Snapshots via ESPRIT. IEEE Trans. Signal Process. 72: 2637-2648 (2024) - 2023
- [j23]Rakshith Sharma Srinivasa, Seonho Kim, Kiryung Lee:
Sketching Low-Rank Matrices With a Shared Column Space by Convex Programming. IEEE J. Sel. Areas Inf. Theory 4: 54-60 (2023) - [j22]Kiryung Lee, Dominik Stöger:
Randomly Initialized Alternating Least Squares: Fast Convergence for Matrix Sensing. SIAM J. Math. Data Sci. 5(3): 774-799 (2023) - 2021
- [j21]Sohail Bahmani, Kiryung Lee:
Low-Rank Matrix Estimation from Rank-One Projections by Unlifted Convex Optimization. SIAM J. Matrix Anal. Appl. 42(3): 1119-1147 (2021) - 2020
- [j20]Satish Mulleti, Kiryung Lee, Yonina C. Eldar:
Identifiability Conditions for Compressive Multichannel Blind Deconvolution. IEEE Trans. Signal Process. 68: 4627-4642 (2020) - 2019
- [j19]Yanjun Li, Kiryung Lee, Yoram Bresler:
Blind Gain and Phase Calibration via Sparse Spectral Methods. IEEE Trans. Inf. Theory 65(5): 3097-3123 (2019) - 2018
- [j18]Kiryung Lee, Felix Krahmer, Justin Romberg:
Spectral Methods for Passive Imaging: Nonasymptotic Performance and Robustness. SIAM J. Imaging Sci. 11(3): 2110-2164 (2018) - [j17]Kiryung Lee, Yihong Wu, Yoram Bresler:
Near-Optimal Compressed Sensing of a Class of Sparse Low-Rank Matrices Via Sparse Power Factorization. IEEE Trans. Inf. Theory 64(3): 1666-1698 (2018) - [j16]Kiryung Lee, Ning Tian, Justin Romberg:
Fast and Guaranteed Blind Multichannel Deconvolution Under a Bilinear System Model. IEEE Trans. Inf. Theory 64(7): 4792-4818 (2018) - [j15]Kiryung Lee, Yanjun Li, Kyong Hwan Jin, Jong Chul Ye:
Unified Theory for Recovery of Sparse Signals in a General Transform Domain. IEEE Trans. Inf. Theory 64(8): 5457-5477 (2018) - 2017
- [j14]Jong Chul Ye, Jong Min Kim, Kyong Hwan Jin, Kiryung Lee:
Compressive Sampling Using Annihilating Filter-Based Low-Rank Interpolation. IEEE Trans. Inf. Theory 63(2): 777-801 (2017) - [j13]Kiryung Lee, Yanjun Li, Marius Junge, Yoram Bresler:
Blind Recovery of Sparse Signals From Subsampled Convolution. IEEE Trans. Inf. Theory 63(2): 802-821 (2017) - [j12]Yanjun Li, Kiryung Lee, Yoram Bresler:
Identifiability in Bilinear Inverse Problems With Applications to Subspace or Sparsity-Constrained Blind Gain and Phase Calibration. IEEE Trans. Inf. Theory 63(2): 822-842 (2017) - [j11]Yanjun Li, Kiryung Lee, Yoram Bresler:
Identifiability and Stability in Blind Deconvolution Under Minimal Assumptions. IEEE Trans. Inf. Theory 63(7): 4619-4633 (2017) - 2016
- [j10]Yanjun Li, Kiryung Lee, Yoram Bresler:
Identifiability in Blind Deconvolution With Subspace or Sparsity Constraints. IEEE Trans. Inf. Theory 62(7): 4266-4275 (2016) - [j9]Yanjun Li, Kiryung Lee, Yoram Bresler:
Optimal Sample Complexity for Blind Gain and Phase Calibration. IEEE Trans. Signal Process. 64(21): 5549-5556 (2016) - 2013
- [j8]Kiryung Lee, Yoram Bresler:
Corrections to "ADMiRA: Atomic Decomposition for Minimum Rank Approximation". IEEE Trans. Inf. Theory 59(7): 4730-4732 (2013) - [j7]Kiryung Lee, Yoram Bresler, Marius Junge:
Oblique Pursuits for Compressed Sensing. IEEE Trans. Inf. Theory 59(9): 6111-6141 (2013) - 2012
- [j6]Kiryung Lee, Yoram Bresler, Marius Junge:
Subspace Methods for Joint Sparse Recovery. IEEE Trans. Inf. Theory 58(6): 3613-3641 (2012) - 2010
- [j5]Kiryung Lee, Yoram Bresler:
ADMiRA: atomic decomposition for minimum rank approximation. IEEE Trans. Inf. Theory 56(9): 4402-4416 (2010) - 2008
- [j4]Dong Sik Kim, Kiryung Lee:
Block-Coordinate Gauss-Newton Optimization and Constrained Monotone Regression for Image Registration in the Presence of Outlier Objects. IEEE Trans. Image Process. 17(5): 798-810 (2008) - 2005
- [j3]Kiryung Lee, Dong Sik Kim, Taejeong Kim:
Regression-based prediction for blocking artifact reduction in JPEG-compressed images. IEEE Trans. Image Process. 14(1): 36-48 (2005) - 2004
- [j2]Hyuk Choi, Kiryung Lee, Taejeong Kim:
Transformed-key asymmetric watermarking system. IEEE Signal Process. Lett. 11(2): 251-254 (2004) - [j1]Tae-Young Kim, Hyuk Choi, Kiryung Lee, Taejeong Kim:
An asymmetric watermarking system with many embedding watermarks corresponding to one detection watermark. IEEE Signal Process. Lett. 11(3): 375-377 (2004)
Conference and Workshop Papers
- 2024
- [c24]Seonho Kim, Kiryung Lee:
Sequence of Linear Program for Robust Phase Retrieval. ICASSP 2024: 9791-9795 - [c23]Meghna Kalra, Kiryung Lee, Maxime Ferreira Da Costa:
Small-Noise Sensitivity Analysis of Locating Pulses in the Presence of Adversarial Perturbation. SAM 2024: 1-5 - [c22]Haitham Kanj, Seonho Kim, Kiryung Lee:
Variable Selection for Max-Affine Regression via Sparse Gradient Descent. SAM 2024: 1-5 - 2023
- [c21]Seonho Kim, Kiryung Lee:
Fast max-affine regression via stochastic gradient descent. Allerton 2023: 1-5 - 2022
- [c20]Meghna Kalra, Yoram Bresler, Kiryung Lee:
Identification of Pulse Streams Of Unknown Shape From Time Encoding Machine Samples. ICASSP 2022: 5148-5152 - 2021
- [c19]Satish Mulleti, Kiryung Lee, Yonina C. Eldar:
Sub-NYQUIST Multichannel Blind Deconvolution. ICASSP 2021: 5454-5458 - 2020
- [c18]Shen Zhao, Lee C. Potter, Kiryung Lee, Rizwan Ahmad:
Convolutional Framework for Accelerated Magnetic Resonance Imaging. ISBI 2020: 1-4 - 2019
- [c17]Rakshith Sharma Srinivasa, Kiryung Lee, Marius Junge, Justin Romberg:
Decentralized sketching of low rank matrices. NeurIPS 2019: 10101-10110 - 2017
- [c16]Kiryung Lee, Ning Tian, Justin Romberg:
Performance guarantees of spectral methods for passive sensing of multiple channels. DSP 2017: 1-5 - 2016
- [c15]Varun Badrinath Krishna, Kiryung Lee, Gabriel A. Weaver, Ravishankar K. Iyer, William H. Sanders:
F-DETA: A Framework for Detecting Electricity Theft Attacks in Smart Grids. DSN 2016: 407-418 - [c14]Yanjun Li, Kiryung Lee, Yoram Bresler:
Optimal sample complexity for stable matrix recovery. ISIT 2016: 81-85 - 2013
- [c13]Kiryung Lee, Yoram Bresler, Marius Junge:
Oblique pursuits for compressed sensing with random anisotropic measurements. ISIT 2013: 849-853 - 2009
- [c12]Yoram Bresler, Kiryung Lee:
Efficient and guaranteed rank minimization by atomic decomposition. ISIT 2009: 314-318 - 2008
- [c11]Kiryung Lee, Yoram Bresler:
Computing performance guarantees for compressed sensing. ICASSP 2008: 5129-5132 - 2007
- [c10]Dong Sik Kim, Kiryung Lee:
Block-Coordinate Gauss-Newton/regression Method for Image Registration with Efficient Outlier Detection. ICIP (1) 2007: 517-520 - 2006
- [c9]Dong Sik Kim, Kiryung Lee, Kyung Eun Lee, Sung-Sik Han:
Joint Optimization of Spatial Registration and Histogram Compensation for Microscopic Images. EMBC 2006: 3779-3782 - [c8]Dong Sik Kim, Su Yeon Lee, Kiryung Lee:
Empirical Conditional Mean: Nonparametric Estimator for Comparametric Exposure Compensation. ICASSP (2) 2006: 957-960 - [c7]Dong Sik Kim, Su Yeon Lee, Kiryung Lee:
Joint Optimization of Image Registration and Comparametric Exposure Compensation Based on the Lucas-Kanade Algorithm. ICPR (3) 2006: 905-908 - 2003
- [c6]Dong Sik Kim, Kiryung Lee:
Training sequence size in clustering algorithms and averaging single-particle images. ICIP (2) 2003: 435-438 - [c5]Kiryung Lee, Dong Sik Kim, Kyung-Ae Moon:
Amplitude-modification resilient watermarking based on A-law companding. ICIP (2) 2003: 459-462 - [c4]Tae-Young Kim, Taejeong Kim, Kiryung Lee:
Generation of embedding watermark signals from reference watermark of the detector. ISCAS (4) 2003: 57-60 - [c3]Kiryung Lee, Dong Sik Kim, Taejeong Kim, Kyung-Ae Moon:
EM Estimation of Scale Factor for Quantization-Based Audio Watermarking. IWDW 2003: 316-327 - 2002
- [c2]Kiryung Lee, Dong Sik Kim, Taejeong Kim:
A new postprocessing algorithm based on regression functions. ICASSP 2002: 3684-3687 - 2001
- [c1]Hyuk Choi, Kiryung Lee, Taejeong Kim:
Transformed-key asymmetric watermarking system. Security and Watermarking of Multimedia Contents 2001: 280-289
Informal and Other Publications
- 2023
- [i23]Seonho Kim, Kiryung Lee:
Max-affine regression via first-order methods. CoRR abs/2308.08070 (2023) - 2022
- [i22]Kiryung Lee, Dominik Stöger:
Randomly Initialized Alternating Least Squares: Fast Convergence for Matrix Sensing. CoRR abs/2204.11516 (2022) - 2021
- [i21]Seonho Kim, Sohail Bahmani, Kiryung Lee:
Max-Linear Regression by Scalable and Guaranteed Convex Programming. CoRR abs/2103.07020 (2021) - 2020
- [i20]Satish Mulleti, Kiryung Lee, Yonina C. Eldar:
Identifiability Conditions for Compressive Multichannel Blind Deconvolution. CoRR abs/2001.00613 (2020) - [i19]Sohail Bahmani, Kiryung Lee:
Low-Rank Matrix Estimation From Rank-One Projections by Unlifted Convex Optimization. CoRR abs/2004.02718 (2020) - 2019
- [i18]Kiryung Lee, Sohail Bahmani, Yonina C. Eldar, Justin Romberg:
Phase Retrieval of Low-Rank Matrices by Anchored Regression. CoRR abs/1910.11477 (2019) - 2017
- [i17]Kiryung Lee, Felix Krahmer, Justin Romberg:
Spectral Methods for Passive Imaging: Non-asymptotic Performance and Robustness. CoRR abs/1708.04343 (2017) - [i16]Yanjun Li, Kiryung Lee, Yoram Bresler:
Blind Gain and Phase Calibration via Sparse Spectral Methods. CoRR abs/1712.00111 (2017) - 2016
- [i15]Yanjun Li, Kiryung Lee, Yoram Bresler:
Optimal Sample Complexity for Stable Matrix Recovery. CoRR abs/1602.04396 (2016) - [i14]Kiryung Lee, Yanjun Li, Kyong Hwan Jin, Jong Chul Ye:
Unified Theory for Recovery of Sparse Signals in a General Transform Domain. CoRR abs/1612.09565 (2016) - 2015
- [i13]Yanjun Li, Kiryung Lee, Yoram Bresler:
A Unified Framework for Identifiability Analysis in Bilinear Inverse Problems with Applications to Subspace and Sparsity Models. CoRR abs/1501.06120 (2015) - [i12]Yanjun Li, Kiryung Lee, Yoram Bresler:
Identifiability in Blind Deconvolution with Subspace or Sparsity Constraints. CoRR abs/1505.03399 (2015) - [i11]Yanjun Li, Kiryung Lee, Yoram Bresler:
Identifiability in Blind Deconvolution under Minimal Assumptions. CoRR abs/1507.01308 (2015) - [i10]Kiryung Lee, Marius Junge:
RIP-like Properties in Subsampled Blind Deconvolution. CoRR abs/1511.06146 (2015) - [i9]Kiryung Lee, Yanjun Li, Marius Junge, Yoram Bresler:
Blind Recovery of Sparse Signals from Subsampled Convolution. CoRR abs/1511.06149 (2015) - [i8]Jong Chul Ye, Jong Min Kim, Kyong Hwan Jin, Kiryung Lee:
Compressive Sampling using Annihilating Filter-based Low-Rank Interpolation. CoRR abs/1511.08975 (2015) - [i7]Yanjun Li, Kiryung Lee, Yoram Bresler:
Optimal Sample Complexity for Blind Gain and Phase Calibration. CoRR abs/1512.07293 (2015) - 2013
- [i6]Kiryung Lee, Yihong Wu, Yoram Bresler:
Near Optimal Compressed Sensing of Sparse Rank-One Matrices via Sparse Power Factorization. CoRR abs/1312.0525 (2013) - 2012
- [i5]Kiryung Lee, Yoram Bresler, Marius Junge:
Oblique Pursuits for Compressed Sensing. CoRR abs/1207.2681 (2012) - 2010
- [i4]Kiryung Lee, Yoram Bresler:
iMUSIC: Iterative MUSIC Algorithm for Joint Sparse Recovery with Any Rank. CoRR abs/1004.3071 (2010) - 2009
- [i3]Kiryung Lee, Yoram Bresler:
Efficient and Guaranteed Rank Minimization by Atomic Decomposition. CoRR abs/0901.1898 (2009) - [i2]Kiryung Lee, Yoram Bresler:
Guaranteed Minimum Rank Approximation from Linear Observations by Nuclear Norm Minimization with an Ellipsoidal Constraint. CoRR abs/0903.4742 (2009) - [i1]Kiryung Lee, Yoram Bresler:
ADMiRA: Atomic Decomposition for Minimum Rank Approximation. CoRR abs/0905.0044 (2009)
Coauthor Index
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