Aurélie C. Lozano

Neurogenesis-Inspired Dictionary Learning: Online Model Adaption in a Changing World

Sahil Garg, Guillermo A. Cecchi, Irina Rish, 2017, IJCAI.

Sparse + Group-Sparse Dirty Models: Statistical Guarantees without Unreasonable Conditions and a Case for Non-Convexity

Eunho Yang, Aurélie C. Lozano, 2017, ICML.

Simultaneous Parameter Learning and Bi-clustering for Multi-Response Models

Ming Yu, Karthikeyan Natesan Ramamurthy, Aurélie C. Lozano, 2018, Front. Big Data.

Learning Task Clusters via Sparsity Grouped Multitask Learning

Eunho Yang, Meghana Kshirsagar, Aurélie C. Lozano, 2017, ECML/PKDD.

Understanding Innovation to Drive Sustainable Development pdf

Kush R. Varshney, Aleksandra Mojsilovic, Mahmoud Naghshineh, 2016, ArXiv.