Amin Jalali

Publication Activity (10 Years)

Years Active: 2012-2019
Publications (10 Years): 9

Top Topics

Transition Matrix

Subspace Clustering

Top Venues

IEEE Trans. Inf. Theory

Publications

Amirhossein Taghvaei, Amin Jalali
2-Wasserstein Approximation via Restricted Convex Potentials with Application to Improved Training for GANs. CoRR (2019)
Amin Jalali, Adel Javanmard, Maryam Fazel
New Computational and Statistical Aspects of Regularized Regression with Application to Rare Feature Selection and Aggregation. CoRR (2019)
Amin Jalali, Rebecca Willett
Missing Data in Sparse Transition Matrix Estimation for Sub-Gaussian Vector Autoregressive Processes. CoRR (2018)
Amin Jalali, Rebecca Willett
Sparse Transition Matrix Estimation for Sub-Gaussian Autoregressive Processes with Missing Data. ACC (2018)
Zachary Charles, Amin Jalali, Rebecca Willett
Sparse Subspace Clustering with Missing and Corrupted Data. DSW (2018)
Amin Jalali, Maryam Fazel, Lin Xiao
Variational Gram Functions: Convex Analysis and Optimization. SIAM J. Optim. 27 (4) (2017)
Amin Jalali, Rebecca Willett
Subspace Clustering via Tangent Cones. NIPS (2017)
Amin Jalali, James Saunderson, Maryam Fazel, Babak Hassibi
Error bounds for Bregman denoising and structured natural parameter estimation. ISIT (2017)
Amin Jalali, Qiyang Han, Ioana Dumitriu, Maryam Fazel
Exploiting Tradeoffs for Exact Recovery in Heterogeneous Stochastic Block Models. NIPS (2016)
Samet Oymak, Amin Jalali, Maryam Fazel, Yonina C. Eldar, Babak Hassibi
Simultaneously Structured Models With Application to Sparse and Low-Rank Matrices. IEEE Trans. Inf. Theory 61 (5) (2015)
Amin Jalali, Lin Xiao, Maryam Fazel
Variational Gram Functions: Convex Analysis and Optimization. CoRR (2015)
Amin Jalali, Maryam Fazel
A convex method for learning d-valued models. GlobalSIP (2013)
Samet Oymak, Amin Jalali, Maryam Fazel, Babak Hassibi
Noisy estimation of simultaneously structured models: Limitations of convex relaxation. CDC (2013)
Samet Oymak, Amin Jalali, Maryam Fazel, Yonina C. Eldar, Babak Hassibi
Simultaneously Structured Models with Application to Sparse and Low-rank Matrices CoRR (2012)