- Département d'InformatiqueFR1 paper
- École Normale Supérieure - PSLFR1 paper
- Institut national de recherche en sciences et technologies du numériqueFR1 paper
- Laboratoire Jean KuntzmannFR1 paper
- Ministry of Industry and Information TechnologyCN1 paper
- Université Grenoble AlpesFR1 paper
- Université Paris Sciences et LettresFR1 paper
2 papers
cs.LG2024
Structured Prediction in Online Learning
Pierre Boudart, Alessandro Rudi, Pierre Gaillard
We study a theoretical and algorithmic framework for structured prediction in the online learning setting. The problem of structured prediction, i.e. estimating function where the…
math.OC2024
Delay-tolerant distributed Bregman proximal algorithms
S. Chraibi, F. Iutzeler, J. Malick +1
Many problems in machine learning write as the minimization of a sum of individual loss functions over the training examples. These functions are usually differentiable but, in som…