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Career

· Research Scientist, Nokia Bell Labs2022–
· Associate Professor, Rutgers University2022–
· Faculty Fellow, NYU Tandon School of Engineering
· Research Scholar, Princeton University

Publications (83)

GAP-net for Snapshot Compressive Imaging
2020
111
cited
Snapshot Compressed Sensing: Performance Bounds and Algorithms
IEEE Transactions on Information Theory · 2018
85
cited
Deep Unfolding for Snapshot Compressive Imaging
International Journal of Computer Vision · 2023
56
cited
On the impact of a single edge on the network coding capacity
Information Theory and Applications Workshop · 2011
52
cited
On equivalence between network topologies
Allerton Conference on Communication, Control, and Computing · 2010
42
cited
Solving Inverse Problems via Auto-Encoders
IEEE Journal on Selected Areas in Information Theory · 2019
40
cited
Minimum Complexity Pursuit for Universal Compressed Sensing
IEEE Transactions on Information Theory · 2012
38
cited
From compression to compressed sensing
2013 IEEE International Symposium on Information Theory · 2012
35
cited
Compression-Based Compressed Sensing
IEEE Transactions on Information Theory · 2016
32
cited
Rate-distortion via Markov chain Monte Carlo
2008 IEEE International Symposium on Information Theory · 2008
30
cited
Universal Compressed Sensing for Almost Lossless Recovery
IEEE Transactions on Information Theory · 2017
22
cited
Compressive Imaging Via One-Shot Measurements
International Symposium on Information Theory · 2018
21
cited
Minimum complexity pursuit
Allerton Conference on Communication, Control, and Computing · 2011
21
cited
New Bounds on the Rate-Distortion Function of a Binary Markov Source
2007 IEEE International Symposium on Information Theory · 2007
21
cited
On the separation of lossy source-network coding and channel coding in wireline networks
2010 IEEE International Symposium on Information Theory · 2010
19
cited
An efficient algorithm for compression-based compressed sensing
Information and Inference A Journal of the IMA · 2017
18
cited
Outage Analysis of Uplink Two-Tier Networks
IEEE Transactions on Communications · 2013
18
cited
Block and Sliding-Block Lossy Compression via MCMC
IEEE Transactions on Communications · 2012
17
cited
A Universal Scheme for Wyner–Ziv Coding of Discrete Sources
IEEE Transactions on Information Theory · 2010
15
cited
Lossy Compression of Discrete Sources via the Viterbi Algorithm
IEEE Transactions on Information Theory · 2010
13
cited
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Shirin Jalali | Researcher Profile | Sotabase | Sotabase