Lee, Kiryung
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1

Max-Affine Regression via First-Order Methods:

Kim, Seonho ; Lee, Kiryung
SIAM Journal on Mathematics of Data Science.  6 (2024)  2 - p. 534-552 , 2024
 
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2

Stable Estimation of Pulses of Unknown Shape From Multiple ..:

Kalra, Meghna ; Lee, Kiryung
IEEE Transactions on Signal Processing.  72 (2024)  - p. 2637-2648 , 2024
 
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3

Max-Linear Regression by Convex Programming:

Kim, Seonho ; Bahmani, Sohail ; Lee, Kiryung
IEEE Transactions on Information Theory.  70 (2024)  3 - p. 1897-1912 , 2024
 
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4

Stability Analysis of Resolving Pulses of Unknown Shape fro..:

, In: 2023 International Conference on Sampling Theory and Applications (SampTA),
Kalra, Meghna ; Lee, Kiryung - p. 1-5 , 2023
 
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5

Approximately low-rank recovery from noisy and local measur..:

Lee, Kiryung ; Sharma, Rakshith Srinivasa ; Junge, Marius.
Information and Inference: A Journal of the IMA.  12 (2023)  3 - p. 1612-1654 , 2023
 
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6

Randomly Initialized Alternating Least Squares: Fast Conver..:

Lee, Kiryung ; Stöger, Dominik
SIAM Journal on Mathematics of Data Science.  5 (2023)  3 - p. 774-799 , 2023
 
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7

Fast max-affine regression via stochastic gradient descent:

, In: 2023 59th Annual Allerton Conference on Communication, Control, and Computing (Allerton),
Kim, Seonho ; Lee, Kiryung - p. 1-5 , 2023
 
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8

Sketching Low-Rank Matrices With a Shared Column Space by C..:

Srinivasa, Rakshith S. ; Kim, Seonho ; Lee, Kiryung
IEEE Journal on Selected Areas in Information Theory.  4 (2023)  - p. 54-60 , 2023
 
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9

Identification of Pulse Streams Of Unknown Shape From Time ..:

, In: ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP),
Kalra, Meghna ; Bresler, Yoram ; Lee, Kiryung - p. 5148-5152 , 2022
 
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10

Low-Rank Matrix Estimation from Rank-One Projections by Unl..:

Bahmani, Sohail ; Lee, Kiryung
SIAM Journal on Matrix Analysis and Applications.  42 (2021)  3 - p. 1119-1147 , 2021
 
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11

Generalized Notions of Sparsity and Restricted Isometry Pro..:

Junge, Marius ; Lee, Kiryung
Journal of Fourier Analysis and Applications.  27 (2021)  2 - p. , 2021
 
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12

Convolutional Framework for Accelerated Magnetic Resonance ..:

, In: 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI),
Zhao, Shen ; Potter, Lee C. ; Lee, Kiryung. - p. 1-4 , 2020
 
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13

Phase retrieval of low-rank matrices by anchored regression:

Lee, Kiryung ; Bahmani, Sohail ; Eldar, Yonina C.
Information and Inference: A Journal of the IMA.  10 (2020)  1 - p. 285-332 , 2020
 
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