Alex Nowak-Vila

According to our database, Alex Nowak-Vila authored at least 7 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

A Statistical Learning Take on the Concordance Index for Survival Analysis.

Alex Nowak-Vila, Kevin Elgui, Geneviève Robin

CoRR, 2023

2021

Structured prediction with theoretical guarantees. (Prediction structurée avec des garanties théoriques).

Alex Nowak-Vila

PhD thesis, 2021

Max-Margin is Dead, Long Live Max-Margin!

Alex Nowak-Vila, Alessandro Rudi, Francis R. Bach

CoRR, 2021

2020

Consistent Structured Prediction with Max-Min Margin Markov Networks.

Alex Nowak-Vila, Francis R. Bach, Alessandro Rudi

CoRR, 2020

Structured and Localized Image Restoration.

Thomas Eboli, Alex Nowak-Vila, Jian Sun, Francis R. Bach, Jean Ponce, Alessandro Rudi

CoRR, 2020

2019

A General Theory for Structured Prediction with Smooth Convex Surrogates.

Alex Nowak-Vila, Francis R. Bach, Alessandro Rudi

CoRR, 2019

Sharp Analysis of Learning with Discrete Losses.

Alex Nowak-Vila, Francis R. Bach, Alessandro Rudi

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019