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Romberg, Justin
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1

A Two-Time-Scale Stochastic Optimization Framework with App..:

Zeng, Sihan ; Doan, Thinh T. ; Romberg, Justin
SIAM Journal on Optimization.  34 (2024)  1 - p. 946-976 , 2024
Link: https://doi.org/10.1137/..
 
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2

Globally Optimal Assignment Algorithm for Collective Object..:

Miyano, Tatsuya ; Romberg, Justin ; Egerstedt, Magnus
IEEE Transactions on Control Systems Technology.  32 (2024)  1 - p. 258-265 , 2024
Link: https://doi.org/10.1109/..
 
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3

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
Link: https://doi.org/10.1093/..
 
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4

Iterative Broadband Source Localization:

DeLude, Coleman ; Srinivasa, Rakshith S. ; Karnik, Santhosh...
IEEE Journal on Selected Areas in Information Theory.  4 (2023)  - p. 453-469 , 2023
Link: https://doi.org/10.1109/..
 
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5

Finite-Time Convergence Rates of Decentralized Stochastic A..:

Zeng, Sihan ; Doan, Thinh T. ; Romberg, Justin
IEEE Transactions on Automatic Control.  68 (2023)  5 - p. 2758-2773 , 2023
Link: https://doi.org/10.1109/..
 
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6

Finite-Sample Analysis of Two-Time-Scale Natural Actor–Crit..:

Khodadadian, Sajad ; Doan, Thinh T. ; Romberg, Justin.
IEEE Transactions on Automatic Control.  68 (2023)  6 - p. 3273-3284 , 2023
Link: https://doi.org/10.1109/..
 
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7

Optimal Convex Lifted Sparse Phase Retrieval and PCA With a..:

McRae, Andrew D. ; Romberg, Justin ; Davenport, Mark A.
IEEE Transactions on Information Theory.  69 (2023)  3 - p. 1866-1882 , 2023
Link: https://doi.org/10.1109/..
 
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8

Spherical Harmonic-Based Anisotropic Point Scatterer Models..:

Huang, Eric ; DeLude, Coleman ; Romberg, Justin..
IEEE Transactions on Antennas and Propagation.  70 (2022)  9 - p. 8304-8310 , 2022
Link: https://doi.org/10.1109/..
 
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9

Streaming Solutions for Time-Varying Optimization Problems:

Hamam, Tomer H. ; Romberg, Justin
IEEE Transactions on Signal Processing.  70 (2022)  - p. 3582-3597 , 2022
Link: https://doi.org/10.1109/..
 
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10

Improved bounds for the eigenvalues of prolate spheroidal w..:

Karnik, Santhosh ; Romberg, Justin ; Davenport, Mark A.
Applied and Computational Harmonic Analysis.  55 (2021)  - p. 97-128 , 2021
Link: https://doi.org/10.1016/..
 
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11

Finite-Time Performance of Distributed Temporal-Difference ..:

Doan, Thinh T. ; Maguluri, Siva Theja ; Romberg, Justin
SIAM Journal on Mathematics of Data Science.  3 (2021)  1 - p. 298-320 , 2021
Link: https://doi.org/10.1137/..
 
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12

Sequencing of multi-robot behaviors using reinforcement lea..:

Pierpaoli, Pietro ; Doan, Thinh T. ; Romberg, Justin.
Control Theory and Technology.  19 (2021)  4 - p. 529-537 , 2021
Link: https://doi.org/10.1007/..
 
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13

STAN: spatio-temporal attention network for pandemic predic..:

Gao, Junyi ; Sharma, Rakshith ; Qian, Cheng...
Journal of the American Medical Informatics Association.  28 (2021)  4 - p. 733-743 , 2021
Link: https://doi.org/10.1093/..
 
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14

Trading Beams for Bandwidth: Imaging with Randomized Beamfo..:

Srinivasa, Rakshith Sharma ; Davenport, Mark A. ; Romberg, Justin
SIAM Journal on Imaging Sciences.  13 (2020)  1 - p. 317-350 , 2020
Link: https://doi.org/10.1137/..
 
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15

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
Link: https://doi.org/10.1093/..
 
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