Divide and Conquer with Neural Networks. - Alex Nowak; Joan Bruna (CoRR, 2016)

A Note on Learning Algorithms for Quadratic Assignment with Graph Neural Networks. - Alex Nowak; Soledad Villar; Afonso S. Bandeira; Joan Bruna (CoRR, 2017)

Revised Note on Learning Quadratic Assignment with Graph Neural Networks. - Alex Nowak; Soledad Villar; Afonso S. Bandeira; Joan Bruna (DSW, 2018)

Divide and Conquer Networks. - Alex Nowak; David Folqué; Joan Bruna (ICLR (Poster), 2018)

Consistent Structured Prediction with Max-Min Margin Markov Networks. - Alex Nowak; Francis R. Bach; Alessandro Rudi (ICML, 2020)

On the Consistency of Max-Margin Losses. - Alex Nowak; Alessandro Rudi; Francis R. Bach (AISTATS, 2022)

A Statistical Learning Take on the Concordance Index for Survival Analysis. - Kevin Elgui; Alex Nowak; Geneviève Robin (AISTATS, 2023)