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Amin Jalali 0002
Person information
- affiliation (former): Technicolor AI Lab
- affiliation (former): University of Wisconsin, Madison, WI, USA
- affiliation (former): University of Washington, Department of Electrical Engineering, USA
Other persons with the same name
- Amin Jalali — disambiguation page
- Amin Jalali 0001
— Stockholm University, Department of Computer and Systems Sciences, Sweden
- Amin Jalali 0003
— Kyungpook National University, Daegu, South Korea
- Amin Jalali 0005
— University of California, Davis, Department of Electrical and Computer Engineering, CA, USA
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Journal Articles
- 2017
- [j2]Amin Jalali, Maryam Fazel, Lin Xiao:
Variational Gram Functions: Convex Analysis and Optimization. SIAM J. Optim. 27(4): 2634-2661 (2017) - 2015
- [j1]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): 2886-2908 (2015)
Conference and Workshop Papers
- 2018
- [c7]Amin Jalali, Rebecca Willett:
Sparse Transition Matrix Estimation for Sub-Gaussian Autoregressive Processes with Missing Data. ACC 2018: 1881-1886 - [c6]Zachary Charles, Amin Jalali, Rebecca Willett:
Sparse Subspace Clustering with Missing and Corrupted Data. DSW 2018: 180-184 - 2017
- [c5]Amin Jalali, James Saunderson
, Maryam Fazel, Babak Hassibi:
Error bounds for Bregman denoising and structured natural parameter estimation. ISIT 2017: 2273-2277 - [c4]Amin Jalali, Rebecca Willett:
Subspace Clustering via Tangent Cones. NIPS 2017: 6744-6753 - 2016
- [c3]Amin Jalali, Qiyang Han, Ioana Dumitriu, Maryam Fazel:
Exploiting Tradeoffs for Exact Recovery in Heterogeneous Stochastic Block Models. NIPS 2016: 4871-4879 - 2013
- [c2]Samet Oymak, Amin Jalali, Maryam Fazel, Babak Hassibi:
Noisy estimation of simultaneously structured models: Limitations of convex relaxation. CDC 2013: 6019-6024 - [c1]Amin Jalali, Maryam Fazel:
A convex method for learning d-valued models. GlobalSIP 2013: 1123-1126
Informal and Other Publications
- 2019
- [i5]Amirhossein Taghvaei, Amin Jalali:
2-Wasserstein Approximation via Restricted Convex Potentials with Application to Improved Training for GANs. CoRR abs/1902.07197 (2019) - [i4]Amin Jalali, Adel Javanmard, Maryam Fazel:
New Computational and Statistical Aspects of Regularized Regression with Application to Rare Feature Selection and Aggregation. CoRR abs/1904.05338 (2019) - 2018
- [i3]Amin Jalali, Rebecca Willett:
Missing Data in Sparse Transition Matrix Estimation for Sub-Gaussian Vector Autoregressive Processes. CoRR abs/1802.09511 (2018) - 2015
- [i2]Amin Jalali, Lin Xiao, Maryam Fazel:
Variational Gram Functions: Convex Analysis and Optimization. CoRR abs/1507.04734 (2015) - 2012
- [i1]Samet Oymak, Amin Jalali, Maryam Fazel, Yonina C. Eldar, Babak Hassibi:
Simultaneously Structured Models with Application to Sparse and Low-rank Matrices. CoRR abs/1212.3753 (2012)
Coauthor Index
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