Mohammadreza Soltani
Mohammadreza Soltani
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Fast algorithms for demixing sparse signals from nonlinear observations
M Soltani, C Hegde
IEEE Transactions on Signal Processing 65 (16), 4209-4222, 2017
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
One-shot neural architecture search via compressive sensing
M Cho, M Soltani, C Hegde
arXiv preprint arXiv:1906.02869, 2019
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
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
Fast low-rank matrix estimation without the condition number
M Soltani, C Hegde
arXiv preprint arXiv:1712.03281, 2017
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
Demixing Sparse Signals from Nonlinear Observations
M Soltani, C Hegde, 2016
Task-aware neural architecture search
CP Le, M Soltani, R Ravier, V Tarokh
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
Fast and Provable Algorithms for Learning Two-Layer Polynomial Neural Networks
M Soltani, C Hegde, 2018
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
Iterative Thresholding for Demixing Structured Superpositions in High Dimensions
M Soltani, C Hegde
NIPS Workshop on Learning in High Dimensions with Structure (LHDS), 2016
Task affinity with maximum bipartite matching in few-shot learning
CP Le, J Dong, M Soltani, V Tarokh
arXiv preprint arXiv:2110.02399, 2021
Benchmarking data-driven surrogate simulators for artificial electromagnetic materials
Y Deng, J Dong, S Ren, O Khatib, M Soltani, V Tarokh, W Padilla, J Malof
Thirty-fifth Conference on Neural Information Processing Systems Datasets …, 2021
Improved algorithms for matrix recovery from rank-one projections
M Soltani, C Hegde
arXiv preprint arXiv:1705.07469, 2017
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
Stable recovery of sparse vectors from random sinusoidal feature maps
M Soltani, C Hegde
2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017
Fisher Task Distance and its Application in Neural Architecture Search
CP Le, M Soltani, J Dong, V Tarokh
IEEE Access 10, 47235-47249, 2022
Leaming structured signals using gans 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
Provable algorithms for nonlinear models in machine learning and signal processing
M Soltani
Iowa State University, 2019
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