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Learning Filter-Based Compressed Blind-Deconvolution


Sep 28, 2022
Bahareh Tolooshams, Satish Mulleti, Demba Ba, Yonina C. Eldar

* Submitted to IEEE TSP 

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Design and Analysis of Hardware-limited Non-uniform Task-based Quantizers


Aug 16, 2022
Neil Irwin Bernardo, Jingge Zhu, Yonina C. Eldar, Jamie Evans

* 11 pages, 8 figures, submitted to IEEE Transactions on Signal Processing 

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Unitary Approximate Message Passing for Matrix Factorization


Jul 31, 2022
Zhengdao Yuan, Qinghua Guo, Yonina C. Eldar, Yonghui Li

* Submitted for possible publication 

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Deep Learning Based Successive Interference Cancellation for the Non-Orthogonal Downlink


Jul 29, 2022
Thien Van Luong, Nir Shlezinger, Chao Xu, Tiep M. Hoang, Yonina C. Eldar, Lajos Hanzo

* IEEE Transactions on Vehicular Technology, 2022 

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Physics Embedded Machine Learning for Electromagnetic Data Imaging


Jul 26, 2022
Rui Guo, Tianyao Huang, Maokun Li, Haiyang Zhang, Yonina C. Eldar


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Neural Greedy Pursuit for Feature Selection


Jul 19, 2022
Sandipan Das, Alireza M. Javid, Prakash Borpatra Gohain, Yonina C. Eldar, Saikat Chatterjee


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Modulo Sampling of FRI Signals


Jul 18, 2022
Satish Mulleti, Yonina C. Eldar

* 13 pages, 7 figure, 1 Table 

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Intelligent Reflecting Surface Enabled Sensing: Cramér-Rao Bound Optimization


Jul 12, 2022
Xianxin Song, Jie Xu, Fan Liu, Tony Xiao Han, Yonina C. Eldar

* 14 pages, 7 figures. arXiv admin note: substantial text overlap with arXiv:2204.11071 

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BiTAT: Neural Network Binarization with Task-dependent Aggregated Transformation


Jul 04, 2022
Geon Park, Jaehong Yoon, Haiyang Zhang, Xing Zhang, Sung Ju Hwang, Yonina C. Eldar


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Task-Oriented Sensing, Computation, and Communication Integration for Multi-Device Edge AI


Jul 03, 2022
Dingzhu Wen, Peixi Liu, Guangxu Zhu, Yuanming Shi, Jie Xu, Yonina C. Eldar, Shuguang Cui


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