Shirin Jalali - RankMe

97 papers A* 3A 1B 19Misc 4Journal 61Unranked 9

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Monte Carlo Maximum Likelihood Reconstruction for Digital Holography with Speckle. CoRR Xi Chen, Arian Maleki, Shirin Jalali
2026	J	`jnl`	Shot-Aware Frame Sampling for Video Understanding. CoRR Mengyu Zhao, Di Fu, Yongyu Xie, Jiaxing Zhang, Zhigang Yuan, Shirin Jalali, Yong Cao
2025	J	`jnl`	Bayesian Despeckling of Structured Sources. CoRR Ali Zafari, Shirin Jalali
2025	J	`jnl`	Comprehensive Examination of Unrolled Networks for Solving Linear Inverse Problems. CoRR Eric Chen, Xi Chen, Arian Maleki, Shirin Jalali
2025	J	`jnl`	Comprehensive Examination of Unrolled Networks for Solving Linear Inverse Problems. Entropy Yuxi Chen, Xi Chen, Arian Maleki, Shirin Jalali
2025	B	`conf`	DeCompress: Denoising via Neural Compression. ISIT Ali Zafari, Xi Chen, Shirin Jalali
2025	J	`jnl`	DeCompress: Denoising via Neural Compression. CoRR Ali Zafari, Xi Chen, Shirin Jalali
2025	—	`conf`	Monte-Carlo Based Efficient Image Reconstruction in Coherent Imaging With Speckle Noise. ISBI Xi Chen, Christopher A. Metzler, Arian Maleki, Shirin Jalali
2025	J	`jnl`	Multilook Coherent Imaging: Theoretical Guarantees and Algorithms. CoRR Xi Chen, Soham Jana, Christopher A. Metzler, Arian Maleki, Shirin Jalali
2025	J	`jnl`	Saturation in Snapshot Compressive Imaging. CoRR Mengyu Zhao, Shirin Jalali
2025	J	`jnl`	Theoretical Characterization of Effect of Masks in Snapshot Compressive Imaging. CoRR Mengyu Zhao, Shirin Jalali
2025	J	`jnl`	Theoretical Characterization of Effect of Masks in Snapshot Compressive Imaging. SIAM J. Imaging Sci. Mengyu Zhao, Shirin Jalali
2025	J	`jnl`	Zero-shot denoising via neural compression: Theoretical and algorithmic framework. CoRR Ali Zafari, Xi Chen, Shirin Jalali
2024	A*	`conf`	Bagged Deep Image Prior for Recovering Images in the Presence of Speckle Noise. ICML Xi Chen, Zhewen Hou, Christopher A. Metzler, Arian Maleki, Shirin Jalali
2024	J	`jnl`	Bagged Deep Image Prior for Recovering Images in the Presence of Speckle Noise. CoRR Xi Chen, Zhewen Hou, Christopher A. Metzler, Arian Maleki, Shirin Jalali
2024	J	`jnl`	Corrections to "Compressed Sensing in the Presence of Speckle Noise". IEEE Trans. Inf. Theory Wenda Zhou, Shirin Jalali, Arian Maleki
2024	A*	`conf`	Untrained Neural Nets for Snapshot Compressive Imaging: Theory and Algorithms. NeurIPS Mengyu Zhao, Xi Chen, Xin Yuan, Shirin Jalali
2024	J	`jnl`	Untrained Neural Nets for Snapshot Compressive Imaging: Theory and Algorithms. CoRR Mengyu Zhao, Xi Chen, Xin Yuan, Shirin Jalali
2023	J	`jnl`	Deep Unfolding for Snapshot Compressive Imaging. Int. J. Comput. Vis. Ziyi Meng, Xin Yuan, Shirin Jalali
2023	—	`conf`	Theoretical Analysis of Binary Masks in Snapshot Compressive Imaging Systems. Allerton Mengyu Zhao, Shirin Jalali
2023	J	`jnl`	Theoretical Analysis of Binary Masks in Snapshot Compressive Imaging Systems. CoRR Mengyu Zhao, Shirin Jalali
2022	J	`jnl`	Compressed Sensing in the Presence of Speckle Noise. IEEE Trans. Inf. Theory Wenda Zhou, Shirin Jalali, Arian Maleki
2022	J	`jnl`	Incremental maximum likelihood estimation for efficient adaptive filtering. CoRR Shirin Jalali, Carl J. Nuzman, Yue Sun
2021	J	`jnl`	Compressed sensing in the presence of speckle noise. CoRR Wenda Zhou, Shirin Jalali, Arian Maleki
2020	J	`jnl`	Solving Inverse Problems via Auto-Encoders. IEEE J. Sel. Areas Inf. Theory Pei Peng, Shirin Jalali, Xin Yuan
2020	J	`jnl`	Toward Theoretically Founded Learning-Based Compressed Sensing. IEEE Trans. Inf. Theory Shirin Jalali
2020	J	`jnl`	Using Black-Box Compression Algorithms for Phase Retrieval. IEEE Trans. Inf. Theory Milad Bakhshizadeh, Arian Maleki, Shirin Jalali
2019	J	`jnl`	Denoising of structured random processes. CoRR Wenda Zhou, Shirin Jalali
2019	A*	`conf`	Efficient Deep Approximation of GMMs. NeurIPS Shirin Jalali, Carl J. Nuzman, Iraj Saniee
2019	J	`jnl`	Efficient Deep Learning of GMMs. CoRR Shirin Jalali, Carl J. Nuzman, Iraj Saniee
2019	J	`jnl`	Snapshot Compressed Sensing: Performance Bounds and Algorithms. IEEE Trans. Inf. Theory Shirin Jalali, Xin Yuan
2019	B	`conf`	Solving linear inverse problems using generative models. ISIT Shirin Jalali, Xin Yuan
2019	A	`conf`	Towards Clustering High-dimensional Gaussian Mixture Clouds in Linear Running Time. AISTATS Dan Kushnir, Shirin Jalali, Iraj Saniee
2019	B	`conf`	Towards theoretically-founded learning-based denoising. ISIT Wenda Zhou, Shirin Jalali
2019	J	`jnl`	Using auto-encoders for solving ill-posed linear inverse problems. CoRR Shirin Jalali, Xin Yuan
2018	B	`conf`	Compressive Imaging Via One-Shot Measurements. ISIT Shirin Jalali, Xin Yuan
2018	B	`conf`	Compressive Phase Retrieval of Structured Signals. ISIT Milad Bakhshizadeh, Arian Maleki, Shirin Jalali
2018	J	`jnl`	Effect of Backhaul Constraints on Uplink Femtocell Networks. IEEE Trans. Veh. Technol. Zolfa Zeinalpour-Yazdi, Shirin Jalali, H. Vincent Poor
2018	J	`jnl`	Snapshot compressed sensing: performance bounds and algorithms. CoRR Shirin Jalali, Xin Yuan
2018	J	`jnl`	Theoretical links between universal and Bayesian compressed sensing algorithms. CoRR Shirin Jalali
2017	J	`jnl`	An efficient algorithm for compression-based compressed sensing. CoRR Sajjad Beygi, Shirin Jalali, Arian Maleki, Urbashi Mitra
2017	B	`conf`	Compressed sensing of compressible signals. ISIT Sajjad Beygi, Shirin Jalali, Arian Maleki, Urbashi Mitra
2017	J	`jnl`	Compression-Based Compressed Sensing. IEEE Trans. Inf. Theory Farideh Ebrahim Rezagah, Shirin Jalali, Elza Erkip, H. Vincent Poor
2017	J	`jnl`	Compressive Phase Retrieval of Structured Signal. CoRR Milad Bakhshizadeh, Arian Maleki, Shirin Jalali
2017	J	`jnl`	Linear Time Clustering for High Dimensional Mixtures of Gaussian Clouds. CoRR Dan Kushnir, Shirin Jalali, Iraj Saniee
2017	Misc	`conf`	Minimum entropy pursuit: Noise analysis. ICASSP Shirin Jalali, H. Vincent Poor
2017	J	`jnl`	Universal Compressed Sensing for Almost Lossless Recovery. IEEE Trans. Inf. Theory Shirin Jalali, H. Vincent Poor
2016	J	`jnl`	Compression-Based Compressed Sensing. CoRR Farideh Ebrahim Rezagah, Shirin Jalali, Elza Erkip, H. Vincent Poor
2016	J	`jnl`	New approach to Bayesian high-dimensional linear regression. CoRR Shirin Jalali, Arian Maleki
2016	J	`jnl`	On the Impact of a Single Edge on the Network Coding Capacity. CoRR Shirin Jalali, Michelle Effros, Tracey Ho
2016	J	`jnl`	Rate-Distortion Dimension of Stochastic Processes. CoRR Farideh Ebrahim Rezagah, Shirin Jalali, Elza Erkip, H. Vincent Poor
2016	B	`conf`	Rate-distortion dimension of stochastic processes. ISIT Farideh Ebrahim Rezagah, Shirin Jalali, Elza Erkip, H. Vincent Poor
2016	B	`conf`	Universal compressed sensing. ISIT Shirin Jalali, H. Vincent Poor
2016	B	`conf`	Using compression codes in compressed sensing. ITW Farideh Ebrahim Rezagah, Shirin Jalali, Elza Erkip, H. Vincent Poor
2015	—	`conf`	Outage performance of uplink two-tier networks under backhaul constraint. ICC Shirin Jalali, Zolfa Zeinalpour-Yazdi, H. Vincent Poor
2015	J	`jnl`	Separation of Source-Network Coding and Channel Coding in Wireline Networks. IEEE Trans. Inf. Theory Shirin Jalali, Michelle Effros
2014	J	`jnl`	Minimum Complexity Pursuit for Universal Compressed Sensing. IEEE Trans. Inf. Theory Shirin Jalali, Arian Maleki, Richard G. Baraniuk
2014	J	`jnl`	Outage Analysis of Uplink Two-Tier Networks. IEEE Trans. Commun. Zolfa Zeinalpour-Yazdi, Shirin Jalali
2014	J	`jnl`	Outage Performance of Uplink Two-tier Networks Under Backhaul Constraints. CoRR Shirin Jalali, Zolfa Zeinalpour-Yazdi, H. Vincent Poor
2014	—	`conf`	Outage analysis of uplink open access two-tier networks. IWCIT Zolfa Zeinalpour-Yazdi, Shirin Jalali
2014	J	`jnl`	Universal Compressed Sensing of Markov Sources. CoRR Shirin Jalali, H. Vincent Poor
2013	B	`conf`	From compression to compressed sensing. ISIT Shirin Jalali, Arian Maleki
2013	—	`conf`	On expected capacity of multicarrier frequency hopping systems. IWCIT Zolfa Zeinalpour-Yazdi, Shirin Jalali
2013	J	`jnl`	Outage Analysis of Uplink Two-tier Networks. CoRR Zolfa Zeinalpour-Yazdi, Shirin Jalali
2012	J	`jnl`	Block and Sliding-Block Lossy Compression via MCMC. IEEE Trans. Commun. Shirin Jalali, Tsachy Weissman
2012	J	`jnl`	Denoising via MCMC-Based Lossy Compression. IEEE Trans. Signal Process. Shirin Jalali, Tsachy Weissman
2012	J	`jnl`	From compression to compressed sensing CoRR Shirin Jalali, Arian Maleki
2012	J	`jnl`	Lossy Compression of Discrete Sources via the Viterbi Algorithm. IEEE Trans. Inf. Theory Shirin Jalali, Andrea Montanari, Tsachy Weissman
2012	J	`jnl`	Minimum Complexity Pursuit for Universal Compressed Sensing CoRR Shirin Jalali, Arian Maleki, Richard G. Baraniuk
2012	J	`jnl`	Minimum Complexity Pursuit: Stability Analysis CoRR Shirin Jalali, Arian Maleki, Richard G. Baraniuk
2012	B	`conf`	Minimum complexity pursuit: Stability analysis. ISIT Shirin Jalali, Arian Maleki, Richard G. Baraniuk
2012	J	`jnl`	On Capacity Region of Wiretap Networks CoRR Shirin Jalali, Tracey Ho
2011	J	`jnl`	Minimum Complexity Pursuit CoRR Shirin Jalali, Arian Maleki
2011	—	`conf`	Minimum complexity pursuit. Allerton Shirin Jalali, Arian Maleki
2011	B	`conf`	On distortion bounds for dependent sources over wireless networks. ISIT Shirin Jalali, Michelle Effros
2011	Misc	`conf`	On the impact of a single edge on the network coding capacity. ITA Shirin Jalali, Michelle Effros, Tracey Ho
2011	J	`jnl`	Separation of source-network coding and channel coding in wireline networks CoRR Shirin Jalali, Michelle Effros
2011	Misc	`conf`	Separation of source-network coding and channel coding in wireline networks. ITA Shirin Jalali, Michelle Effros
2010	J	`jnl`	A universal scheme for Wyner-Ziv coding of discrete sources. IEEE Trans. Inf. Theory Shirin Jalali, Sergio Verdú, Tsachy Weissman
2010	J	`jnl`	Lossy compression of discrete sources via Viterbi algorithm CoRR Shirin Jalali, Andrea Montanari, Tsachy Weissman
2010	J	`jnl`	On Equivalence Between Network Topologies CoRR Michelle Effros, Tracey Ho, Shirin Jalali
2010	—	`conf`	On equivalence between network topologies. Allerton Tracey Ho, Michelle Effros, Shirin Jalali
2010	J	`jnl`	On the Separation of Lossy Source-Network Coding and Channel Coding in Wireline Networks CoRR Shirin Jalali, Michelle Effros
2010	B	`conf`	On the separation of lossy source-network coding and channel coding in wireline networks. ISIT Shirin Jalali, Michelle Effros
2009	J	`jnl`	An Implementable Scheme for Universal Lossy Compression of Discrete Markov Sources CoRR Shirin Jalali, Andrea Montanari, Tsachy Weissman
2009	B	`conf`	An Implementable Scheme for Universal Lossy Compression of Discrete Markov Sources. DCC Shirin Jalali, Andrea Montanari, Tsachy Weissman
2009	B	`conf`	An iterative scheme for near optimal and universal lossy compression. ITW Shirin Jalali, Andrea Montanari, Tsachy Weissman
2009	J	`jnl`	Multiple Description Coding of Discrete Ergodic Sources CoRR Shirin Jalali, Tsachy Weissman
2009	—	`conf`	Multiple description coding of discrete ergodic sources. Allerton Shirin Jalali, Tsachy Weissman
2008	Misc	`conf`	Near optimal lossy source coding and compression-based denoising via Markov chain Monte Carlo. CISS Shirin Jalali, Tsachy Weissman
2008	J	`jnl`	Power Control for Multirate DS-CDMA Systems With Imperfect Successive Interference Cancellation. IEEE Trans. Veh. Technol. Shirin Jalali, Babak Hossein Khalaj
2008	J	`jnl`	Rate-Distortion via Markov Chain Monte Carlo CoRR Shirin Jalali, Tsachy Weissman
2008	B	`conf`	Rate-distortion via Markov chain Monte Carlo. ISIT Shirin Jalali, Tsachy Weissman
2007	B	`conf`	A Universal Wyner-Ziv Scheme for Discrete Sources. ISIT Shirin Jalali, Sergio Verdú, Tsachy Weissman
2007	B	`conf`	New Bounds on the Rate-Distortion Function of a Binary Markov Source. ISIT Shirin Jalali, Tsachy Weissman
2004	B	`conf`	Power control for multirate CDMA systems with imperfect successive interference cancellation. WCNC Shirin Jalali, Babak Hossein Khalaj
2004	—	`conf`	Power management for multirate DS-CDMA systems with imperfect successive interference cancellation. ICC Shirin Jalali, Babak Hossein Khalaj