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Alex Nowak-Vila

According to our database1, Alex Nowak-Vila authored at least 7 papers between 2019 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

2019
2020
2021
2022
2023
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1
2
3
1
1
2
1
1
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Legend:

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In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2023
A Statistical Learning Take on the Concordance Index for Survival Analysis.
[BibTeX]
[DOI]
Alex Nowak-Vila
,
Kevin Elgui
,
Geneviève Robin
CoRR, 2023

2021
Structured prediction with theoretical guarantees. (Prediction structurée avec des garanties théoriques).
[BibTeX]
[DOI]
Alex Nowak-Vila
PhD thesis, 2021

Max-Margin is Dead, Long Live Max-Margin!
[BibTeX]
[DOI]
Alex Nowak-Vila
,
Alessandro Rudi
,
Francis R. Bach
CoRR, 2021

2020
Consistent Structured Prediction with Max-Min Margin Markov Networks.
[BibTeX]
[DOI]
Alex Nowak-Vila
,
Francis R. Bach
,
Alessandro Rudi
CoRR, 2020

Structured and Localized Image Restoration.
[BibTeX]
[DOI]
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.
[BibTeX]
[DOI]
Alex Nowak-Vila
,
Francis R. Bach
,
Alessandro Rudi
CoRR, 2019

Sharp Analysis of Learning with Discrete Losses.
[BibTeX]
[DOI]
Alex Nowak-Vila
,
Francis R. Bach
,
Alessandro Rudi
Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019


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