348 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Département de mathématiques et applicationsFR5 papers
- École Normale Supérieure - PSLFR5 papers
- Institut national de recherche en sciences et technologies du numériqueFR4 papers
- Centre National de la Recherche ScientifiqueFR3 papers
- HEC ParisFR3 papers
- Technion – Israel Institute of TechnologyIL3 papers
- Électricité de France (France)FR2 papers
- Institució Catalana de Recerca i Estudis AvançatsES2 papers
- Institut de Mathématiques de ToulouseFR2 papers
- Laboratoire d’études spatiales et d’instrumentation en astrophysiqueFR2 papers
- Observatoire de ParisFR2 papers
- Osservatorio Astronomico di PadovaIT2 papers
3 papers · 1 filter
Fano's inequality for random variables
Sebastien Gerchinovitz, Pierre Ménard, Gilles Stoltz
We extend Fano's inequality, which controls the average probability of events in terms of the average of some --divergences, to work with arbitrary events (not necessarily formi…
A consistent deterministic regression tree for non-parametric prediction of time series
Pierre Gaillard, Paul Baudin
We study online prediction of bounded stationary ergodic processes. To do so, we consider the setting of prediction of individual sequences and build a deterministic regression tre…
Robust approachability and regret minimization in games with partial monitoring
Shie Mannor, Vianney Perchet, Gilles Stoltz
Approachability has become a standard tool in analyzing earning algorithms in the adversarial online learning setup. We develop a variant of approachability for games where there i…