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All publications by Arnak Dalalyan
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Learning Heteroscedastic Models by Convex Programming under Group Sparsity
Arnak Dalalyan, Mohamed Hebiri, Katia Meziani and Joseph Salmon
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


Fused sparsity and robust estimation for linear models with unknown variance
Arnak Dalalyan and Yin Chen
Advances in Neural Information Processing Systems 25, 2012


$L_1$-Penalized Robust Estimation for a Class of Inverse Problems Arising in Multiview Geometry
Arnak Dalalyan and Renaud Keriven
Advances in Neural Information Processing Systems 22, 2009