Mohammadreza Soltani
Title
Cited by
Cited by
Year
Fast algorithms for demixing sparse signals from nonlinear observations
M Soltani, C Hegde
IEEE Transactions on Signal Processing 65 (16), 4209-4222, 2017
252017
Data fusion utilization for optimizing large-scale wireless sensor networks
M Soltani, M Hempel, H Sharif
2014 IEEE international conference on communications (ICC), 367-372, 2014
122014
Towards provable learning of polynomial neural networks using low-rank matrix estimation
M Soltani, C Hegde
International Conference on Artificial Intelligence and Statistics, 1417-1426, 2018
92018
One-shot neural architecture search via compressive sensing
M Cho, M Soltani, C Hegde
arXiv preprint arXiv:1906.02869, 2019
82019
Fast low-rank matrix estimation without the condition number
M Soltani, C Hegde
arXiv preprint arXiv:1712.03281, 2017
82017
A fast iterative algorithm for demixing sparse signals from nonlinear observations
M Soltani, C Hegde
2016 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2016
62016
Demixing Sparse Signals from Nonlinear Observations
M Soltani, C Hegde
http://www.ece.iastate.edu/~msoltani/assil.pdf, 2016
62016
EDCA Delay Analysis of Spatial Multiplexing in IEEE802. 11-Based Wireless Sensor and Actuator Networks
M Maadani, SA Motamedi, M Soltani
International Journal of Information and Electronics Engineering 2 (3), 318, 2012
62012
Iterative Thresholding for Demixing Structured Superpositions in High Dimensions
M Soltani, C Hegde
NIPS Workshop on Learning in High Dimensions with Structure (LHDS), 2016
52016
Power-aware and void-avoidant routing protocol for reliable Industrial Wireless Sensor Networks
MR Soltani, SA Motamedi, S Ahmadi, M Maadani
2011 7th International Conference on Wireless Communications, Networking and …, 2011
52011
Improved algorithms for matrix recovery from rank-one projections
M Soltani, C Hegde
arXiv preprint arXiv:1705.07469, 2017
42017
Stable recovery of sparse vectors from random sinusoidal feature maps
M Soltani, C Hegde
2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017
32017
Reconstruction from periodic nonlinearities, with applications to HDR imaging
V Shah, M Soltani, C Hegde
2017 51st Asilomar Conference on Signals, Systems, and Computers, 863-867, 2017
32017
Learning generative models of structured signals from their superposition using gans with application to denoising and demixing
M Soltani, S Jain, A Sambasivan
arXiv preprint arXiv:1902.04664, 2019
22019
Fast and Provable Algorithms for Learning Two-Layer Polynomial Neural Networks
M Soltani, C Hegde
http://www.ece.iastate.edu/~msoltani/TSPNet.pdf, 2018
22018
Utilization of convex optimization for data fusion-driven sensor management in WSNs
M Soltani, M Hempel, H Sharif
2015 International Wireless Communications and Mobile Computing Conference …, 2015
22015
Delay Analysis of MIMO-Enabled IEEE 802.11-Based Soft-Real-Time Wireless Sensor and Actuator Networks
M Maadani, SA Motamedi, M Reza
Dela 150, 200, 2011
22011
Deep James-Stein Neural Networks For Brain-Computer Interfaces
M Angjelichinoski, M Soltani, J Choi, B Pesaran, V Tarokh
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
12020
Leaming Structured Signals Using GAN s with Applications in Denoising and Demixing
M Soltani, S Jain, AV Sambasivan, C Hegde
2019 53rd Asilomar Conference on Signals, Systems, and Computers, 2127-2131, 2019
12019
Unsupervised demixing of structured signals from their superposition using gans
M Soltani, S Jain, A Sambasivan
12019
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