49 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- P. Piantanida7 · h 28
- Francisco Messina3 · h 7
- Malik Boudiaf3 · h 15
- Marco Romanelli3 · h 7
- Pablo Piantanida2 profiles3 · h 5
- F. Labeau2 · h 24
- Fr'ed'eric B'echet2 · h 2
- Georg Pichler2 profiles2 · h 9
- Ismail Ben Ayed2 profiles2 · h 52
- Marine Picot2 · h 4
- Pierre Colombo2 profiles2 · h 21
- Spyros Angelopoulos2 · h 15
- McGill UniversityCA6 papers
- Centre National de la Recherche ScientifiqueFR5 papers
- CentraleSupélecFR3 papers
- École de Technologie SupérieureCA3 papers
- Mila - Quebec Artificial Intelligence InstituteCA3 papers
- Institute for Learning and DevelopmentUS2 papers
- Laboratoire des signaux et systèmesFR2 papers
- Mathématiques et Informatique pour la Complexité et les Systèmes2 papers
- TU WienAT2 papers
- Universidad de Buenos AiresAR2 papers
- Université Paris-SaclayFR2 papers
- Aix-Marseille UniversitéFR1 paper
Showing 2025 · cs.DSShow all
2 papers · 2 filters
cs.DS2025
Pareto-Optimality, Smoothness, and Stochasticity in Learning-Augmented One-Max-Search
Ziyad Benomar, Lorenzo Croissant, Vianney Perchet +1
One-max search is a classic problem in online decision-making, in which a trader acts on a sequence of revealed prices and accepts one of them irrevocably to maximise its profit. T…
cs.DS2025
Decision-Theoretic Approaches for Improved Learning-Augmented Algorithms
Spyros Angelopoulos, Christoph Dürr, Georgii Melidi
We initiate the systematic study of decision-theoretic metrics in the design and analysis of algorithms with machine-learned predictions. We introduce approaches based on both dete…