Researcher profile · Semantic Scholar

Amin Jalali

h-index: 7
Works: 21
Citations: 446

Most-cited papers

Simultaneously Structured Models With Application to Sparse and Low-Rank Matrices
Samet Oymak, Amin Jalali, Maryam Fazel, Yonina C. Eldar +1 more
2012IEEE Transactions on Information Theory286 citations Open access
Semantic Scholar
2-Wasserstein Approximation via Restricted Convex Potentials with Application to Improved Training for GANs
A. Taghvaei, Amin Jalali
2019arXiv.org55 citations
Semantic Scholar
Joint Detection and Decoding of Polar Coded 5G Control Channels
Amin Jalali, Z. Ding
2020IEEE Transactions on Wireless Communications29 citations Open access
Semantic Scholar
SPARSE SUBSPACE CLUSTERING WITH MISSING AND CORRUPTED DATA
Zachary B. Charles, Amin Jalali, R. Willett
2017Data Science Workshop15 citations
Semantic Scholar
Variational Gram Functions: Convex Analysis and Optimization
Amin Jalali, Maryam Fazel, Lin Xiao
2015SIAM Journal on Optimization15 citations Open access
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A Joint Detection and Decoding Receiver Design for Polar Coded MIMO Wireless Transmissions
Amin Jalali, Z. Ding
2018International Symposium on Information Theory8 citations
Semantic Scholar
Exploiting Tradeoffs for Exact Recovery in Heterogeneous Stochastic Block Models
Amin Jalali, Q. Han, Ioana Dumitriu, Maryam Fazel
2016Neural Information Processing Systems7 citations
Semantic Scholar
Relative Density and Exact Recovery in Heterogeneous Stochastic Block Models
Amin Jalali, Q. Han, Ioana Dumitriu, Maryam Fazel
20157 citations
Semantic Scholar
Subspace Clustering via Tangent Cones
Amin Jalali, R. Willett
2017Neural Information Processing Systems5 citations
Semantic Scholar
Noisy estimation of simultaneously structured models: Limitations of convex relaxation
Samet Oymak, Amin Jalali, Maryam Fazel, B. Hassibi
2013IEEE Conference on Decision and Control5 citations
Semantic Scholar
Missing Data in Sparse Transition Matrix Estimation for Sub-Gaussian Vector Autoregressive Processes
Amin Jalali, R. Willett
2018arXiv.org4 citations
Semantic Scholar
A convex method for learning d-valued models
Amin Jalali, Maryam Fazel
2013IEEE Global Conference on Signal and Information Processing4 citations
Semantic Scholar
Convex Optimization Algorithms and Statistical Bounds for Learning Structured Models
Amin Jalali
20163 citations
Semantic Scholar
New Computational and Statistical Aspects of Regularized Regression with Application to Rare Feature Selection and Aggregation
Amin Jalali, Adel Javanmard, Maryam Fazel
2019arXiv.org1 citations
Semantic Scholar
Sparse Transition Matrix Estimation for Sub-Gaussian Autoregressive Processes with Missing Data
Amin Jalali, R. Willett
2018American Control Conference1 citations
Semantic Scholar
Error bounds for Bregman denoising and structured natural parameter estimation
Amin Jalali, J. Saunderson, Maryam Fazel, B. Hassibi
2017International Symposium on Information Theory1 citations
Semantic Scholar
Robust Wirtinger Flow Algorithm for Channel Coded Blind Demixing
Amin Jalali, Yuan-Ming Shi, Z. Ding
2022ICC 2022 - IEEE International Conference on Communications0 citations
Semantic Scholar
Persistent Reductions in Regularized Loss Minimization for Variable Selection
Amin Jalali
2020arXiv.org0 citations
Semantic Scholar
A New Algorithm for Improved Blind Detection of Polar Coded PDCCH in 5G New Radio
Amin Jalali, Z. Ding
2019arXiv.org0 citations
Semantic Scholar
The antenna system for communication device
P. Morningstar, Vijay L. Asrani, Amin Jalali
20050 citations
Semantic Scholar
Systeme d'antenne d'un dispositif de communication
P. Morningstar, Vijay L. Asrani, Amin Jalali
20040 citations
Semantic Scholar

Samet Oymak

×2

Q. Han×2

A. Taghvaei×1