Shirin Jalali

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 40

Top Topics

Inverse Problems

Maximum Likelihood

Top Venues

IEEE Trans. Inf. Theory

Publications

Mengyu Zhao, Xi Chen, Xin Yuan, Shirin Jalali
Untrained Neural Nets for Snapshot Compressive Imaging: Theory and Algorithms. CoRR (2024)
Xi Chen, Zhewen Hou, Christopher A. Metzler, Arian Maleki, Shirin Jalali
Bagged Deep Image Prior for Recovering Images in the Presence of Speckle Noise. CoRR (2024)
Mengyu Zhao, Shirin Jalali
Theoretical Analysis of Binary Masks in Snapshot Compressive Imaging Systems. CoRR (2023)
Mengyu Zhao, Shirin Jalali
Theoretical Analysis of Binary Masks in Snapshot Compressive Imaging Systems. Allerton (2023)
Ziyi Meng, Xin Yuan, Shirin Jalali
Deep Unfolding for Snapshot Compressive Imaging. Int. J. Comput. Vis. 131 (11) (2023)
Shirin Jalali, Carl J. Nuzman, Yue Sun
Incremental maximum likelihood estimation for efficient adaptive filtering. CoRR (2022)
Wenda Zhou, Shirin Jalali, Arian Maleki
Compressed Sensing in the Presence of Speckle Noise. IEEE Trans. Inf. Theory 68 (10) (2022)
Wenda Zhou, Shirin Jalali, Arian Maleki
Compressed sensing in the presence of speckle noise. CoRR (2021)
Shirin Jalali
Toward Theoretically Founded Learning-Based Compressed Sensing. IEEE Trans. Inf. Theory 66 (1) (2020)
Pei Peng, Shirin Jalali, Xin Yuan
Solving Inverse Problems via Auto-Encoders. IEEE J. Sel. Areas Inf. Theory 1 (1) (2020)
Milad Bakhshizadeh, Arian Maleki, Shirin Jalali
Using Black-Box Compression Algorithms for Phase Retrieval. IEEE Trans. Inf. Theory 66 (12) (2020)
Shirin Jalali, Xin Yuan
Using auto-encoders for solving ill-posed linear inverse problems. CoRR (2019)
Dan Kushnir, Shirin Jalali, Iraj Saniee
Towards Clustering High-dimensional Gaussian Mixture Clouds in Linear Running Time. AISTATS (2019)
Wenda Zhou, Shirin Jalali
Towards theoretically-founded learning-based denoising. ISIT (2019)
Shirin Jalali, Xin Yuan
Snapshot Compressed Sensing: Performance Bounds and Algorithms. IEEE Trans. Inf. Theory 65 (12) (2019)
Shirin Jalali, Xin Yuan
Solving linear inverse problems using generative models. ISIT (2019)
Wenda Zhou, Shirin Jalali
Denoising of structured random processes. CoRR (2019)
Shirin Jalali, Carl J. Nuzman, Iraj Saniee
Efficient Deep Approximation of GMMs. NeurIPS (2019)
Shirin Jalali, Carl J. Nuzman, Iraj Saniee
Efficient Deep Learning of GMMs. CoRR (2019)
Shirin Jalali, Xin Yuan
Snapshot compressed sensing: performance bounds and algorithms. CoRR (2018)
Zolfa Zeinalpour-Yazdi, Shirin Jalali, H. Vincent Poor
Effect of Backhaul Constraints on Uplink Femtocell Networks. IEEE Trans. Veh. Technol. 67 (10) (2018)
Shirin Jalali, Xin Yuan
Compressive Imaging Via One-Shot Measurements. ISIT (2018)
Milad Bakhshizadeh, Arian Maleki, Shirin Jalali
Compressive Phase Retrieval of Structured Signals. ISIT (2018)
Shirin Jalali
Theoretical links between universal and Bayesian compressed sensing algorithms. CoRR (2018)
Milad Bakhshizadeh, Arian Maleki, Shirin Jalali
Compressive Phase Retrieval of Structured Signal. CoRR (2017)
Farideh Ebrahim Rezagah, Shirin Jalali, Elza Erkip, H. Vincent Poor
Compression-Based Compressed Sensing. IEEE Trans. Inf. Theory 63 (10) (2017)
Shirin Jalali, H. Vincent Poor
Minimum entropy pursuit: Noise analysis. ICASSP (2017)
Dan Kushnir, Shirin Jalali, Iraj Saniee
Linear Time Clustering for High Dimensional Mixtures of Gaussian Clouds. CoRR (2017)
Sajjad Beygi, Shirin Jalali, Arian Maleki, Urbashi Mitra
An efficient algorithm for compression-based compressed sensing. CoRR (2017)
Sajjad Beygi, Shirin Jalali, Arian Maleki, Urbashi Mitra
Compressed sensing of compressible signals. ISIT (2017)
Shirin Jalali, H. Vincent Poor
Universal Compressed Sensing for Almost Lossless Recovery. IEEE Trans. Inf. Theory 63 (5) (2017)
Farideh Ebrahim Rezagah, Shirin Jalali, Elza Erkip, H. Vincent Poor
Rate-distortion dimension of stochastic processes. ISIT (2016)
Farideh Ebrahim Rezagah, Shirin Jalali, Elza Erkip, H. Vincent Poor
Using compression codes in compressed sensing. ITW (2016)
Farideh Ebrahim Rezagah, Shirin Jalali, Elza Erkip, H. Vincent Poor
Compression-Based Compressed Sensing. CoRR (2016)
Shirin Jalali, H. Vincent Poor
Universal compressed sensing. ISIT (2016)
Farideh Ebrahim Rezagah, Shirin Jalali, Elza Erkip, H. Vincent Poor
Rate-Distortion Dimension of Stochastic Processes. CoRR (2016)
Shirin Jalali, Arian Maleki
New approach to Bayesian high-dimensional linear regression. CoRR (2016)
Shirin Jalali, Michelle Effros, Tracey Ho
On the Impact of a Single Edge on the Network Coding Capacity. CoRR (2016)
Shirin Jalali, Zolfa Zeinalpour-Yazdi, H. Vincent Poor
Outage performance of uplink two-tier networks under backhaul constraint. ICC (2015)
Shirin Jalali, Michelle Effros
Separation of Source-Network Coding and Channel Coding in Wireline Networks. IEEE Trans. Inf. Theory 61 (4) (2015)
Shirin Jalali, Zolfa Zeinalpour-Yazdi, H. Vincent Poor
Outage Performance of Uplink Two-tier Networks Under Backhaul Constraints. CoRR (2014)
Shirin Jalali, H. Vincent Poor
Universal Compressed Sensing of Markov Sources. CoRR (2014)
Zolfa Zeinalpour-Yazdi, Shirin Jalali
Outage analysis of uplink open access two-tier networks. IWCIT (2014)
Shirin Jalali, Arian Maleki, Richard G. Baraniuk
Minimum Complexity Pursuit for Universal Compressed Sensing. IEEE Trans. Inf. Theory 60 (4) (2014)
Zolfa Zeinalpour-Yazdi, Shirin Jalali
Outage Analysis of Uplink Two-Tier Networks. IEEE Trans. Commun. 62 (9) (2014)
Zolfa Zeinalpour-Yazdi, Shirin Jalali
Outage Analysis of Uplink Two-tier Networks. CoRR (2013)
Shirin Jalali, Arian Maleki
From compression to compressed sensing. ISIT (2013)
Zolfa Zeinalpour-Yazdi, Shirin Jalali
On expected capacity of multicarrier frequency hopping systems. IWCIT (2013)
Shirin Jalali, Arian Maleki, Richard G. Baraniuk
Minimum Complexity Pursuit for Universal Compressed Sensing CoRR (2012)
Shirin Jalali, Arian Maleki, Richard G. Baraniuk
Minimum Complexity Pursuit: Stability Analysis CoRR (2012)
Shirin Jalali, Andrea Montanari, Tsachy Weissman
Lossy Compression of Discrete Sources via the Viterbi Algorithm. IEEE Trans. Inf. Theory 58 (4) (2012)
Shirin Jalali, Tsachy Weissman
Block and Sliding-Block Lossy Compression via MCMC. IEEE Trans. Commun. 60 (8) (2012)
Shirin Jalali, Tracey Ho
On Capacity Region of Wiretap Networks CoRR (2012)
Shirin Jalali, Tsachy Weissman
Denoising via MCMC-Based Lossy Compression. IEEE Trans. Signal Process. 60 (6) (2012)
Shirin Jalali, Arian Maleki, Richard G. Baraniuk
Minimum complexity pursuit: Stability analysis. ISIT (2012)
Shirin Jalali, Arian Maleki
From compression to compressed sensing CoRR (2012)
Shirin Jalali, Arian Maleki
Minimum Complexity Pursuit CoRR (2011)
Shirin Jalali, Michelle Effros
Separation of source-network coding and channel coding in wireline networks CoRR (2011)
Shirin Jalali, Michelle Effros
On distortion bounds for dependent sources over wireless networks. ISIT (2011)
Shirin Jalali, Michelle Effros, Tracey Ho
On the impact of a single edge on the network coding capacity. ITA (2011)
Shirin Jalali, Arian Maleki
Minimum complexity pursuit. Allerton (2011)
Shirin Jalali, Michelle Effros
Separation of source-network coding and channel coding in wireline networks. ITA (2011)
Michelle Effros, Tracey Ho, Shirin Jalali
On Equivalence Between Network Topologies CoRR (2010)
Shirin Jalali, Andrea Montanari, Tsachy Weissman
Lossy compression of discrete sources via Viterbi algorithm CoRR (2010)
Shirin Jalali, Michelle Effros
On the separation of lossy source-network coding and channel coding in wireline networks. ISIT (2010)
Shirin Jalali, Sergio Verdú, Tsachy Weissman
A universal scheme for Wyner-Ziv coding of discrete sources. IEEE Trans. Inf. Theory 56 (4) (2010)
Tracey Ho, Michelle Effros, Shirin Jalali
On equivalence between network topologies. Allerton (2010)
Shirin Jalali, Michelle Effros
On the Separation of Lossy Source-Network Coding and Channel Coding in Wireline Networks CoRR (2010)
Shirin Jalali, Andrea Montanari, Tsachy Weissman
An Implementable Scheme for Universal Lossy Compression of Discrete Markov Sources CoRR (2009)
Shirin Jalali, Tsachy Weissman
Multiple description coding of discrete ergodic sources. Allerton (2009)
Shirin Jalali, Andrea Montanari, Tsachy Weissman
An iterative scheme for near optimal and universal lossy compression. ITW (2009)
Shirin Jalali, Tsachy Weissman
Multiple Description Coding of Discrete Ergodic Sources CoRR (2009)
Shirin Jalali, Andrea Montanari, Tsachy Weissman
An Implementable Scheme for Universal Lossy Compression of Discrete Markov Sources. DCC (2009)
Shirin Jalali, Tsachy Weissman
Near optimal lossy source coding and compression-based denoising via Markov chain Monte Carlo. CISS (2008)
Shirin Jalali, Babak Hossein Khalaj
Power Control for Multirate DS-CDMA Systems With Imperfect Successive Interference Cancellation. IEEE Trans. Veh. Technol. 57 (1) (2008)
Shirin Jalali, Tsachy Weissman
Rate-distortion via Markov chain Monte Carlo. ISIT (2008)
Shirin Jalali, Tsachy Weissman
Rate-Distortion via Markov Chain Monte Carlo CoRR (2008)
Shirin Jalali, Sergio Verdú, Tsachy Weissman
A Universal Wyner-Ziv Scheme for Discrete Sources. ISIT (2007)
Shirin Jalali, Tsachy Weissman
New Bounds on the Rate-Distortion Function of a Binary Markov Source. ISIT (2007)
Shirin Jalali, Babak Hossein Khalaj
Power management for multirate DS-CDMA systems with imperfect successive interference cancellation. ICC (2004)
Shirin Jalali, Babak Hossein Khalaj
Power control for multirate CDMA systems with imperfect successive interference cancellation. WCNC (2004)