Amin Jalali

14 papers B 1C 1Journal 7Unranked 5
YearRankTypeTitle / Venue / Authors
2019 J jnl
2-Wasserstein Approximation via Restricted Convex Potentials with Application to Improved Training for GANs.
CoRR
Amirhossein Taghvaei, Amin Jalali
2019 J jnl
New Computational and Statistical Aspects of Regularized Regression with Application to Rare Feature Selection and Aggregation.
CoRR
Amin Jalali, Adel Javanmard, Maryam Fazel
2018 J jnl
Missing Data in Sparse Transition Matrix Estimation for Sub-Gaussian Vector Autoregressive Processes.
CoRR
Amin Jalali, Rebecca Willett
2018 — conf
Sparse Subspace Clustering with Missing and Corrupted Data.
DSW
Zachary Charles, Amin Jalali, Rebecca Willett
2018 C conf
Sparse Transition Matrix Estimation for Sub-Gaussian Autoregressive Processes with Missing Data.
ACC
Amin Jalali, Rebecca Willett
2017 B conf
Error bounds for Bregman denoising and structured natural parameter estimation.
ISIT
Amin Jalali, James Saunderson, Maryam Fazel, Babak Hassibi
2017 — conf
Subspace Clustering via Tangent Cones.
NIPS
Amin Jalali, Rebecca Willett
2017 J jnl
Variational Gram Functions: Convex Analysis and Optimization.
SIAM J. Optim.
Amin Jalali, Maryam Fazel, Lin Xiao
2016 — conf
Exploiting Tradeoffs for Exact Recovery in Heterogeneous Stochastic Block Models.
NIPS
Amin Jalali, Qiyang Han, Ioana Dumitriu, Maryam Fazel
2015 J jnl
Simultaneously Structured Models With Application to Sparse and Low-Rank Matrices.
IEEE Trans. Inf. Theory
Samet Oymak, Amin Jalali, Maryam Fazel, Yonina C. Eldar, Babak Hassibi
2015 J jnl
Variational Gram Functions: Convex Analysis and Optimization.
CoRR
Amin Jalali, Lin Xiao, Maryam Fazel
2013 — conf
A convex method for learning d-valued models.
GlobalSIP
Amin Jalali, Maryam Fazel
2013 — conf
Noisy estimation of simultaneously structured models: Limitations of convex relaxation.
CDC
Samet Oymak, Amin Jalali, Maryam Fazel, Babak Hassibi
2012 J jnl
Simultaneously Structured Models with Application to Sparse and Low-rank Matrices
CoRR
Samet Oymak, Amin Jalali, Maryam Fazel, Yonina C. Eldar, Babak Hassibi