Amin Jalali

According to our database, Amin Jalali authored at least 12 papers between 2013 and 2019.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2019

New Computational and Statistical Aspects of Regularized Regression with Application to Rare Feature Selection and Aggregation.

Amin Jalali, Adel Javanmard, Maryam Fazel

CoRR, 2019

2-Wasserstein Approximation via Restricted Convex Potentials with Application to Improved Training for GANs.

Amirhossein Taghvaei, Amin Jalali

CoRR, 2019

2018

Missing Data in Sparse Transition Matrix Estimation for Sub-Gaussian Vector Autoregressive Processes.

Amin Jalali, Rebecca Willett

CoRR, 2018

Sparse Subspace Clustering with Missing and Corrupted Data.

Zachary Charles, Amin Jalali, Rebecca Willett

Proceedings of the 2018 IEEE Data Science Workshop, 2018

Sparse Transition Matrix Estimation for Sub-Gaussian Autoregressive Processes with Missing Data.

Amin Jalali, Rebecca Willett

Proceedings of the 2018 Annual American Control Conference, 2018

2017

Variational Gram Functions: Convex Analysis and Optimization.

Amin Jalali, Maryam Fazel, Lin Xiao

SIAM J. Optim., 2017

Subspace Clustering via Tangent Cones.

Amin Jalali, Rebecca Willett

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Error bounds for Bregman denoising and structured natural parameter estimation.

Amin Jalali, James Saunderson, Maryam Fazel, Babak Hassibi

Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

2016

Exploiting Tradeoffs for Exact Recovery in Heterogeneous Stochastic Block Models.

Amin Jalali, Qiyang Han, Ioana Dumitriu, Maryam Fazel

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

2015

Simultaneously Structured Models With Application to Sparse and Low-Rank Matrices.

Samet Oymak, Amin Jalali, Maryam Fazel, Yonina C. Eldar, Babak Hassibi

IEEE Trans. Inf. Theory, 2015

2013

A convex method for learning d-valued models.

Amin Jalali, Maryam Fazel

Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

Noisy estimation of simultaneously structured models: Limitations of convex relaxation.

Samet Oymak, Amin Jalali, Maryam Fazel, Babak Hassibi

Proceedings of the 52nd IEEE Conference on Decision and Control, 2013