Mohammadreza Soltani

40 papers A* 3A 2B 5Misc 7Journal 18Unranked 5

Year	Rank	Type	Title / Venue / Authors
2022	A*	`conf`	Blaschke Product Neural Networks (BPNN): A Physics-Infused Neural Network for Phase Retrieval of Meromorphic Functions. ICLR Juncheng Dong, Simiao Ren, Yang Deng, Omar Khatib, Jordan M. Malof, Mohammadreza Soltani, Willie Padilla, Vahid Tarokh
2022	J	`jnl`	Fisher Task Distance and its Application in Neural Architecture Search. IEEE Access Cat P. Le, Mohammadreza Soltani, Juncheng Dong, Vahid Tarokh
2022	A	`conf`	Multi-Agent Adversarial Attacks for Multi-Channel Communications. AAMAS Juncheng Dong, Suya Wu, Mohammadreza Soltani, Vahid Tarokh
2022	J	`jnl`	Multi-Agent Adversarial Attacks for Multi-Channel Communications. CoRR Juncheng Dong, Suya Wu, Mohammadreza Soltani, Vahid Tarokh
2022	B	`conf`	On The Energy Statistics of Feature Maps in Pruning of Neural Networks with Skip-Connections. DCC Mohammadreza Soltani, Suya Wu, Yuerong Li, Jie Ding, Vahid Tarokh
2022	J	`jnl`	On The Energy Statistics of Feature Maps in Pruning of Neural Networks with Skip-Connections. CoRR Mohammadreza Soltani, Suya Wu, Yuerong Li, Jie Ding, Vahid Tarokh
2022	A*	`conf`	Task Affinity with Maximum Bipartite Matching in Few-Shot Learning. ICLR Cat Phuoc Le, Juncheng Dong, Mohammadreza Soltani, Vahid Tarokh
2022	J	`jnl`	Toward Data-Driven STAP Radar. CoRR Shyam Venkatasubramanian, Chayut Wongkamthong, Mohammadreza Soltani, Bosung Kang, Sandeep Gogineni, Ali Pezeshki, Muralidhar Rangaswamy, Vahid Tarokh
2021	—	`conf`	Benchmarking Data-driven Surrogate Simulators for Artificial Electromagnetic Materials. NeurIPS Datasets and Benchmarks Yang Deng, Juncheng Dong, Simiao Ren, Omar Khatib, Mohammadreza Soltani, Vahid Tarokh, Willie Padilla, Jordan M. Malof
2021	J	`jnl`	Blaschke Product Neural Networks (BPNN): A Physics-Infused Neural Network for Phase Retrieval of Meromorphic Functions. CoRR Juncheng Dong, Simiao Ren, Yang Deng, Omar Khatib, Jordan M. Malof, Mohammadreza Soltani, Willie Padilla, Vahid Tarokh
2021	B	`conf`	Compressing Deep Networks Using Fisher Score of Feature Maps. DCC Mohammadreza Soltani, Suya Wu, Yuerong Li, Robert J. Ravier, Jie Ding, Vahid Tarokh
2021	J	`jnl`	Neural Architecture Search From Fréchet Task Distance. CoRR Cat P. Le, Mohammadreza Soltani, Robert J. Ravier, Trevor Standley, Silvio Savarese, Vahid Tarokh
2021	J	`jnl`	Neural Architecture Search From Task Similarity Measure. CoRR Cat P. Le, Mohammadreza Soltani, Robert J. Ravier, Vahid Tarokh
2021	A*	`conf`	Projected Latent Markov Chain Monte Carlo: Conditional Sampling of Normalizing Flows. ICLR Chris Cannella, Mohammadreza Soltani, Vahid Tarokh
2021	J	`jnl`	Task Affinity with Maximum Bipartite Matching in Few-Shot Learning. CoRR Cat P. Le, Juncheng Dong, Mohammadreza Soltani, Vahid Tarokh
2021	Misc	`conf`	Task-Aware Neural Architecture Search. ICASSP Cat P. Le, Mohammadreza Soltani, Robert J. Ravier, Vahid Tarokh
2021	J	`jnl`	Towards Explainable Convolutional Features for Music Audio Modeling. CoRR Anna K. Yanchenko, Mohammadreza Soltani, Robert J. Ravier, Sayan Mukherjee, Vahid Tarokh
2020	J	`jnl`	An Interpretable Baseline for Time Series Classification Without Intensive Learning. CoRR Robert J. Ravier, Mohammadreza Soltani, Miguel Antunes Dias Alfaiate, Denis Garagic, Vahid Tarokh
2020	Misc	`conf`	Deep James-Stein Neural Networks For Brain-Computer Interfaces. ICASSP Marko Angjelichinoski, Mohammadreza Soltani, John S. Choi, Bijan Pesaran, Vahid Tarokh
2020	J	`jnl`	Hyperparameter Optimization in Neural Networks via Structured Sparse Recovery. CoRR Minsu Cho, Mohammadreza Soltani, Chinmay Hegde
2020	B	`conf`	On the Information of Feature Maps and Pruning of Deep Neural Networks. ICPR Mohammadreza Soltani, Suya Wu, Jie Ding, Robert J. Ravier, Vahid Tarokh
2020	Misc	`conf`	Perception-Distortion Trade-Off with Restricted Boltzmann Machines. ICASSP Chris Cannella, Jie Ding, Mohammadreza Soltani, Yi Zhou, Vahid Tarokh
2020	J	`jnl`	Projected Latent Markov Chain Monte Carlo: Conditional Inference with Normalizing Flows. CoRR Chris Cannella, Mohammadreza Soltani, Vahid Tarokh
2020	J	`jnl`	Task-Aware Neural Architecture Search. CoRR Cat P. Le, Mohammadreza Soltani, Robert J. Ravier, Vahid Tarokh
2019	J	`jnl`	Fast and Provable Algorithms for Learning Two-Layer Polynomial Neural Networks. IEEE Trans. Signal Process. Mohammadreza Soltani, Chinmay Hegde
2019	Misc	`conf`	Leaming Structured Signals Using GAN s with Applications in Denoising and Demixing. ACSSC Mohammadreza Soltani, Swayambhoo Jain, Abhinav V. Sambasivan, Chinmay Hegde
2019	J	`jnl`	Learning Generative Models of Structured Signals from Their Superposition Using GANs with Application to Denoising and Demixing. CoRR Mohammadreza Soltani, Swayambhoo Jain, Abhinav V. Sambasivan
2019	J	`jnl`	One-Shot Neural Architecture Search via Compressive Sensing. CoRR Minsu Cho, Mohammadreza Soltani, Chinmay Hegde
2019	J	`jnl`	Perception-Distortion Trade-off with Restricted Boltzmann Machines. CoRR Chris Cannella, Jie Ding, Mohammadreza Soltani, Vahid Tarokh
2019	—	`conf`	Unsupervised Demixing of Structured Signals from Their Superposition Using GANs. DGS@ICLR Mohammadreza Soltani, Swayambhoo Jain, Abhinav V. Sambasivan
2018	B	`conf`	Fast Low-Rank Matrix Estimation for Ill-Conditioned Matrices. ISIT Mohammadreza Soltani, Chinmay Hegde
2018	A	`conf`	Towards Provable Learning of Polynomial Neural Networks Using Low-Rank Matrix Estimation. AISTATS Mohammadreza Soltani, Chinmay Hegde
2017	—	`conf`	Demixing structured superposition signals from periodic and aperiodic nonlinear observations. GlobalSIP Mohammadreza Soltani, Chinmay Hegde
2017	J	`jnl`	Fast Algorithms for Demixing Sparse Signals From Nonlinear Observations. IEEE Trans. Signal Process. Mohammadreza Soltani, Chinmay Hegde
2017	Misc	`conf`	Reconstruction from periodic nonlinearities, with applications to HDR imaging. ACSSC Viraj Shah, Mohammadreza Soltani, Chinmay Hegde
2017	Misc	`conf`	Stable recovery of sparse vectors from random sinusoidal feature maps. ICASSP Mohammadreza Soltani, Chinmay Hegde
2016	—	`conf`	A fast iterative algorithm for demixing sparse signals from nonlinear observations. GlobalSIP Mohammadreza Soltani, Chinmay Hegde
2016	Misc	`conf`	Demixing sparse signals from nonlinear observations. ACSSC Mohammadreza Soltani, Chinmay Hegde
2015	B	`conf`	Utilization of convex optimization for data fusion-driven sensor management in WSNs. IWCMC Mohammadreza Soltani, Michael Hempel, Hamid Sharif
2014	—	`conf`	Data fusion utilization for optimizing large-scale Wireless Sensor Networks. ICC Mohammadreza Soltani, Michael Hempel, Hamid Sharif