Alexandre Gilotte

16 papers A* 3A 1Journal 11Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Confounding is a Pervasive Problem in Real World Recommender Systems. CoRR Alexander Merkov, David Rohde, Alexandre Gilotte, Benjamin Heymann
2025	J	`jnl`	CriteoPrivateAd: A Real-World Bidding Dataset to Design Private Advertising Systems. CoRR Mehdi Sebbar, Corentin Odic, Mathieu Léchine, Aloïs Bissuel, Nicolas Chrysanthos, Anthony D'Amato, Alexandre Gilotte, Fabian Höring, Sarah Nogueira, Maxime Vono
2025	J	`jnl`	Offline Contextual Bandit with Counterfactual Sample Identification. CoRR Alexandre Gilotte, Otmane Sakhi, Imad Aouali, Benjamin Heymann
2025	J	`jnl`	Practical Improvements of A/B Testing with Off-Policy Estimation. CoRR Otmane Sakhi, Alexandre Gilotte, David Rohde
2024	J	`jnl`	A pragmatic policy learning approach to account for users' fatigue in repeated auctions. CoRR Benjamin Heymann, Rémi Chan-Renous-Legoubin, Alexandre Gilotte
2024	—	`conf`	Repeated Bidding with Dynamic Value. WINE Benjamin Heymann, Alexandre Gilotte, Rémi Chan-Renous-Legoubin
2023	A*	`conf`	Fast Offline Policy Optimization for Large Scale Recommendation. AAAI Otmane Sakhi, David Rohde, Alexandre Gilotte
2022	J	`jnl`	Fast Offline Policy Optimization for Large Scale Recommendation. CoRR Otmane Sakhi, David Rohde, Alexandre Gilotte
2022	J	`jnl`	Learning from aggregated data with a maximum entropy model. CoRR Alexandre Gilotte, Ahmed Ben Yahmed, David Rohde
2022	A*	`conf`	Lessons from the AdKDD'21 Privacy-Preserving ML Challenge. WWW Eustache Diemert, Romain Fabre, Alexandre Gilotte, Fei Jia, Basile Leparmentier, Jérémie Mary, Zhonghua Qu, Ugo Tanielian, Hui Yang
2022	J	`jnl`	Lessons from the AdKDD'21 Privacy-Preserving ML Challenge. CoRR Eustache Diemert, Romain Fabre, Alexandre Gilotte, Fei Jia, Basile Leparmentier, Jérémie Mary, Zhonghua Qu, Ugo Tanielian, Hui Yang
2021	A*	`conf`	Causal Models for Real Time Bidding with Repeated User Interactions. KDD Martin Bompaire, Alexandre Gilotte, Benjamin Heymann
2019	J	`jnl`	Learning from Bandit Feedback: An Overview of the State-of-the-art. CoRR Olivier Jeunen, Dmytro Mykhaylov, David Rohde, Flavian Vasile, Alexandre Gilotte, Martin Bompaire
2019	J	`jnl`	Ranking metrics on non-shuffled traffic. CoRR Alexandre Gilotte
2018	A	`conf`	Offline A/B Testing for Recommender Systems. WSDM Alexandre Gilotte, Clément Calauzènes, Thomas Nedelec, Alexandre Abraham, Simon Dollé
2018	J	`jnl`	Offline A/B testing for Recommender Systems. CoRR Alexandre Gilotte, Clément Calauzènes, Thomas Nedelec, Alexandre Abraham, Simon Dollé