Sbastien Gerchinovitz
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
10
Venues
8
Active years
2011–2025
Best venue rank
A*
Where they publish
Papers
10 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ICML | Efficient Robust Conformal Prediction via Lipschitz-Bounded Networks. | Thomas Massena, Lo Andol, Thibaut Boissin, Franck Mamalet, Corentin Friedrich, Mathieu Serrurier, Sbastien Gerchinovitz |
| 2022 | SAFECOMP | Object Detection with Probabilistic Guarantees: A Conformal Prediction Approach. | Florence de Grancey, Jean-Luc Adam, Lucian Alecu, Sbastien Gerchinovitz, Franck Mamalet, David Vigouroux |
| 2021 | AISTATS | The Sample Complexity of Level Set Approximation. | Franois Bachoc, Tommaso Cesari, Sbastien Gerchinovitz |
| 2020 | AAAI | A High Probability Safety Guarantee for Shifted Neural Network Surrogates. | Melanie Ducoffe, Sbastien Gerchinovitz, Jayant Sen Gupta |
| 2019 | ALT | Uniform regret bounds over R | Pierre Gaillard, Sbastien Gerchinovitz, Malo Huard, Gilles Stoltz |
| 2018 | KDD | Optimization of a SSP's Header Bidding Strategy using Thompson Sampling. | Grgoire Jauvion, Nicolas Grislain, Pascal Dkengne Sielenou, Aurlien Garivier, Sbastien Gerchinovitz |
| 2017 | COLT | Algorithmic Chaining and the Role of Partial Feedback in Online Nonparametric Learning. | Nicol Cesa-Bianchi, Pierre Gaillard, Claudio Gentile, Sbastien Gerchinovitz |
| 2015 | COLT | A Chaining Algorithm for Online Nonparametric Regression. | Pierre Gaillard, Sbastien Gerchinovitz |
| 2015 | FlAIRS | A Multiple-Play Bandit Algorithm Applied to Recommender Systems. | Jonathan Loudec, Max Chevalier, Josiane Mothe, Aurlien Garivier, Sbastien Gerchinovitz |
| 2011 | ALT | Adaptive and Optimal Online Linear Regression on ℓ1-Balls. | Sbastien Gerchinovitz, Jia Yuan Yu |