Alex Nowak-Vila

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 7

Top Topics

Structured Prediction

Image Restoration

Markov Networks

Top Venues

Publications

Alex Nowak-Vila, Kevin Elgui, Geneviève Robin
A Statistical Learning Take on the Concordance Index for Survival Analysis. CoRR (2023)
Alex Nowak-Vila, Alessandro Rudi, Francis R. Bach
Max-Margin is Dead, Long Live Max-Margin! CoRR (2021)
Thomas Eboli, Alex Nowak-Vila, Jian Sun, Francis R. Bach, Jean Ponce, Alessandro Rudi
Structured and Localized Image Restoration. CoRR (2020)
Alex Nowak-Vila, Francis R. Bach, Alessandro Rudi
Consistent Structured Prediction with Max-Min Margin Markov Networks. CoRR (2020)
Alex Nowak-Vila, Francis R. Bach, Alessandro Rudi
A General Theory for Structured Prediction with Smooth Convex Surrogates. CoRR (2019)
Alex Nowak-Vila, Francis R. Bach, Alessandro Rudi
Sharp Analysis of Learning with Discrete Losses. AISTATS (2019)
Alex Nowak-Vila, Francis R. Bach, Alessandro Rudi
Sharp Analysis of Learning with Discrete Losses. CoRR (2018)