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Shirin Jalali
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2020 – today
- 2024
- [c33]Xi Chen, Zhewen Hou, Christopher A. Metzler, Arian Maleki, Shirin Jalali:
Bagged Deep Image Prior for Recovering Images in the Presence of Speckle Noise. ICML 2024 - [i32]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 abs/2402.15635 (2024) - [i31]Mengyu Zhao, Xi Chen, Xin Yuan, Shirin Jalali:
Untrained Neural Nets for Snapshot Compressive Imaging: Theory and Algorithms. CoRR abs/2406.03694 (2024) - 2023
- [j17]Ziyi Meng, Xin Yuan
, Shirin Jalali:
Deep Unfolding for Snapshot Compressive Imaging. Int. J. Comput. Vis. 131(11): 2933-2958 (2023) - [c32]Mengyu Zhao, Shirin Jalali:
Theoretical Analysis of Binary Masks in Snapshot Compressive Imaging Systems. Allerton 2023: 1-8 - [i30]Mengyu Zhao, Shirin Jalali:
Theoretical Analysis of Binary Masks in Snapshot Compressive Imaging Systems. CoRR abs/2307.07796 (2023) - 2022
- [j16]Wenda Zhou
Compressed Sensing in the Presence of Speckle Noise. IEEE Trans. Inf. Theory 68(10): 6964-6980 (2022) - [i29]Shirin Jalali, Carl J. Nuzman, Yue Sun:
Incremental maximum likelihood estimation for efficient adaptive filtering. CoRR abs/2209.01594 (2022) - 2021
- [i28]Wenda Zhou, Shirin Jalali, Arian Maleki:
Compressed sensing in the presence of speckle noise. CoRR abs/2108.00329 (2021) - 2020
- [j15]Pei Peng, Shirin Jalali
Solving Inverse Problems via Auto-Encoders. IEEE J. Sel. Areas Inf. Theory 1(1): 312-323 (2020) - [j14]Shirin Jalali
Toward Theoretically Founded Learning-Based Compressed Sensing. IEEE Trans. Inf. Theory 66(1): 387-400 (2020) - [j13]Milad Bakhshizadeh
Using Black-Box Compression Algorithms for Phase Retrieval. IEEE Trans. Inf. Theory 66(12): 7978-8001 (2020)
2010 – 2019
- 2019
- [j12]Shirin Jalali
Snapshot Compressed Sensing: Performance Bounds and Algorithms. IEEE Trans. Inf. Theory 65(12): 8005-8024 (2019) - [c31]Dan Kushnir, Shirin Jalali, Iraj Saniee:
Towards Clustering High-dimensional Gaussian Mixture Clouds in Linear Running Time. AISTATS 2019: 1379-1387 - [c30]Shirin Jalali, Xin Yuan
Solving linear inverse problems using generative models. ISIT 2019: 512-516 - [c29]Wenda Zhou
Towards theoretically-founded learning-based denoising. ISIT 2019: 2714-2718 - [c28]Shirin Jalali, Carl J. Nuzman, Iraj Saniee:
Efficient Deep Approximation of GMMs. NeurIPS 2019: 4554-4562 - [i27]Shirin Jalali, Xin Yuan:
Using auto-encoders for solving ill-posed linear inverse problems. CoRR abs/1901.05045 (2019) - [i26]Wenda Zhou, Shirin Jalali:
Denoising of structured random processes. CoRR abs/1901.05937 (2019) - [i25]Shirin Jalali, Carl J. Nuzman, Iraj Saniee:
Efficient Deep Learning of GMMs. CoRR abs/1902.05707 (2019) - 2018
- [j11]Zolfa Zeinalpour-Yazdi
Effect of Backhaul Constraints on Uplink Femtocell Networks. IEEE Trans. Veh. Technol. 67(10): 9931-9946 (2018) - [c27]Shirin Jalali, Xin Yuan
Compressive Imaging Via One-Shot Measurements. ISIT 2018: 416-420 - [c26]Milad Bakhshizadeh, Arian Maleki, Shirin Jalali:
Compressive Phase Retrieval of Structured Signals. ISIT 2018: 2291-2295 - [i24]Shirin Jalali:
Theoretical links between universal and Bayesian compressed sensing algorithms. CoRR abs/1801.01069 (2018) - [i23]Shirin Jalali, Xin Yuan:
Snapshot compressed sensing: performance bounds and algorithms. CoRR abs/1808.03661 (2018) - 2017
- [j10]Shirin Jalali
Universal Compressed Sensing for Almost Lossless Recovery. IEEE Trans. Inf. Theory 63(5): 2933-2953 (2017) - [j9]Farideh Ebrahim Rezagah
Compression-Based Compressed Sensing. IEEE Trans. Inf. Theory 63(10): 6735-6752 (2017) - [c25]Shirin Jalali, H. Vincent Poor
Minimum entropy pursuit: Noise analysis. ICASSP 2017: 6100-6104 - [c24]Sajjad Beygi, Shirin Jalali, Arian Maleki, Urbashi Mitra:
Compressed sensing of compressible signals. ISIT 2017: 2158-2162 - [i22]Sajjad Beygi, Shirin Jalali, Arian Maleki, Urbashi Mitra:
An efficient algorithm for compression-based compressed sensing. CoRR abs/1704.01992 (2017) - [i21]Milad Bakhshizadeh, Arian Maleki, Shirin Jalali:
Compressive Phase Retrieval of Structured Signal. CoRR abs/1712.03278 (2017) - [i20]Dan Kushnir, Shirin Jalali, Iraj Saniee:
Linear Time Clustering for High Dimensional Mixtures of Gaussian Clouds. CoRR abs/1712.07242 (2017) - 2016
- [c23]Farideh Ebrahim Rezagah, Shirin Jalali, Elza Erkip
Rate-distortion dimension of stochastic processes. ISIT 2016: 2079-2083 - [c22]Shirin Jalali, H. Vincent Poor
Universal compressed sensing. ISIT 2016: 2369-2373 - [c21]Farideh Ebrahim Rezagah, Shirin Jalali, Elza Erkip
Using compression codes in compressed sensing. ITW 2016: 444-448 - [i19]Farideh Ebrahim Rezagah, Shirin Jalali, Elza Erkip, H. Vincent Poor:
Compression-Based Compressed Sensing. CoRR abs/1601.01654 (2016) - [i18]Shirin Jalali, Arian Maleki:
New approach to Bayesian high-dimensional linear regression. CoRR abs/1607.02613 (2016) - [i17]Farideh Ebrahim Rezagah, Shirin Jalali, Elza Erkip, H. Vincent Poor:
Rate-Distortion Dimension of Stochastic Processes. CoRR abs/1607.06792 (2016) - [i16]Shirin Jalali, Michelle Effros, Tracey Ho:
On the Impact of a Single Edge on the Network Coding Capacity. CoRR abs/1607.06793 (2016) - 2015
- [j8]Shirin Jalali, Michelle Effros:
Separation of Source-Network Coding and Channel Coding in Wireline Networks. IEEE Trans. Inf. Theory 61(4): 1524-1538 (2015) - [c20]Shirin Jalali, Zolfa Zeinalpour-Yazdi
Outage performance of uplink two-tier networks under backhaul constraint. ICC 2015: 3993-3998 - 2014
- [j7]Zolfa Zeinalpour-Yazdi
Outage Analysis of Uplink Two-Tier Networks. IEEE Trans. Commun. 62(9): 3351-3362 (2014) - [j6]Shirin Jalali, Arian Maleki, Richard G. Baraniuk:
Minimum Complexity Pursuit for Universal Compressed Sensing. IEEE Trans. Inf. Theory 60(4): 2253-2268 (2014) - [c19]Zolfa Zeinalpour-Yazdi
Outage analysis of uplink open access two-tier networks. IWCIT 2014: 1-6 - [i15]Shirin Jalali, H. Vincent Poor:
Universal Compressed Sensing of Markov Sources. CoRR abs/1406.7807 (2014) - [i14]Shirin Jalali, Zolfa Zeinalpour-Yazdi, H. Vincent Poor:
Outage Performance of Uplink Two-tier Networks Under Backhaul Constraints. CoRR abs/1412.0260 (2014) - 2013
- [c18]Shirin Jalali, Arian Maleki:
From compression to compressed sensing. ISIT 2013: 111-115 - [c17]Zolfa Zeinalpour-Yazdi
On expected capacity of multicarrier frequency hopping systems. IWCIT 2013: 1-6 - [i13]Zolfa Zeinalpour-Yazdi, Shirin Jalali:
Outage Analysis of Uplink Two-tier Networks. CoRR abs/1312.3702 (2013) - 2012
- [j5]Shirin Jalali, Tsachy Weissman:
Block and Sliding-Block Lossy Compression via MCMC. IEEE Trans. Commun. 60(8): 2187-2198 (2012) - [j4]Shirin Jalali, Andrea Montanari, Tsachy Weissman:
Lossy Compression of Discrete Sources via the Viterbi Algorithm. IEEE Trans. Inf. Theory 58(4): 2475-2489 (2012) - [j3]Shirin Jalali, Tsachy Weissman:
Denoising via MCMC-Based Lossy Compression. IEEE Trans. Signal Process. 60(6): 3092-3100 (2012) - [c16]Shirin Jalali, Arian Maleki, Richard G. Baraniuk:
Minimum complexity pursuit: Stability analysis. ISIT 2012: 1857-1861 - [i12]Shirin Jalali, Arian Maleki, Richard G. Baraniuk:
Minimum Complexity Pursuit: Stability Analysis. CoRR abs/1205.4673 (2012) - [i11]Shirin Jalali, Arian Maleki, Richard G. Baraniuk:
Minimum Complexity Pursuit for Universal Compressed Sensing. CoRR abs/1208.5814 (2012) - [i10]Shirin Jalali, Tracey Ho:
On Capacity Region of Wiretap Networks. CoRR abs/1212.3859 (2012) - [i9]Shirin Jalali, Arian Maleki:
From compression to compressed sensing. CoRR abs/1212.4210 (2012) - 2011
- [c15]Shirin Jalali, Arian Maleki:
Minimum complexity pursuit. Allerton 2011: 1764-1770 - [c14]Shirin Jalali, Michelle Effros:
On distortion bounds for dependent sources over wireless networks. ISIT 2011: 46-50 - [c13]Shirin Jalali, Michelle Effros, Tracey Ho:
On the impact of a single edge on the network coding capacity. ITA 2011: 196-200 - [c12]Shirin Jalali, Michelle Effros:
Separation of source-network coding and channel coding in wireline networks. ITA 2011: 201-207 - [i8]Shirin Jalali, Michelle Effros:
Separation of source-network coding and channel coding in wireline networks. CoRR abs/1110.3559 (2011) - [i7]Shirin Jalali, Arian Maleki:
Minimum Complexity Pursuit. CoRR abs/1110.3561 (2011) - 2010
- [j2]Shirin Jalali, Sergio Verdú, Tsachy Weissman:
A universal scheme for Wyner-Ziv coding of discrete sources. IEEE Trans. Inf. Theory 56(4): 1737-1750 (2010) - [c11]Tracey Ho, Michelle Effros, Shirin Jalali:
On equivalence between network topologies. Allerton 2010: 391-398 - [c10]Shirin Jalali, Michelle Effros:
On the separation of lossy source-network coding and channel coding in wireline networks. ISIT 2010: 500-504 - [i6]Shirin Jalali, Michelle Effros:
On the Separation of Lossy Source-Network Coding and Channel Coding in Wireline Networks. CoRR abs/1005.0117 (2010) - [i5]Michelle Effros, Tracey Ho, Shirin Jalali:
On Equivalence Between Network Topologies. CoRR abs/1010.0654 (2010) - [i4]Shirin Jalali, Andrea Montanari, Tsachy Weissman:
Lossy compression of discrete sources via Viterbi algorithm. CoRR abs/1011.3761 (2010)
2000 – 2009
- 2009
- [c9]Shirin Jalali, Tsachy Weissman:
Multiple description coding of discrete ergodic sources. Allerton 2009: 1256-1261 - [c8]Shirin Jalali, Andrea Montanari, Tsachy Weissman:
An Implementable Scheme for Universal Lossy Compression of Discrete Markov Sources. DCC 2009: 292-301 - [c7]Shirin Jalali, Andrea Montanari, Tsachy Weissman:
An iterative scheme for near optimal and universal lossy compression. ITW 2009: 231-235 - [i3]Shirin Jalali, Andrea Montanari, Tsachy Weissman:
An Implementable Scheme for Universal Lossy Compression of Discrete Markov Sources. CoRR abs/0901.2367 (2009) - [i2]Shirin Jalali, Tsachy Weissman:
Multiple Description Coding of Discrete Ergodic Sources. CoRR abs/0911.0737 (2009) - 2008
- [j1]Shirin Jalali, Babak Hossein Khalaj:
Power Control for Multirate DS-CDMA Systems With Imperfect Successive Interference Cancellation. IEEE Trans. Veh. Technol. 57(1): 600-603 (2008) - [c6]Shirin Jalali, Tsachy Weissman:
Near optimal lossy source coding and compression-based denoising via Markov chain Monte Carlo. CISS 2008: 441-446 - [c5]Shirin Jalali, Tsachy Weissman:
Rate-distortion via Markov chain Monte Carlo. ISIT 2008: 852-856 - [i1]Shirin Jalali, Tsachy Weissman:
Rate-Distortion via Markov Chain Monte Carlo. CoRR abs/0808.4156 (2008) - 2007
- [c4]Shirin Jalali, Tsachy Weissman:
New Bounds on the Rate-Distortion Function of a Binary Markov Source. ISIT 2007: 571-575 - [c3]Shirin Jalali, Sergio Verdú, Tsachy Weissman:
A Universal Wyner-Ziv Scheme for Discrete Sources. ISIT 2007: 1951-1955 - 2004
- [c2]Shirin Jalali, Babak Hossein Khalaj:
Power management for multirate DS-CDMA systems with imperfect successive interference cancellation. ICC 2004: 3256-3260 - [c1]Shirin Jalali, Babak Hossein Khalaj:
Power control for multirate CDMA systems with imperfect successive interference cancellation. WCNC 2004: 1388-1393
Coauthor Index
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last updated on 2024-09-04 00:26 CEST by the dblp team
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