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Learning Scoring Functions with Order-Preserving Losses and Standardized Supervision

David Buffoni , Clément Calauzènes , Patrick Gallinari , Nicolas Usunier
The 28th International Conference on Machine Learning (ICML 2011), Jun 2011, Bellevue, WA, United States. pp.825-832
Communication dans un congrès hal-00834045v1
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On the (Non-)existence of Convex, Calibrated Surrogate Losses for Ranking

Clément Calauzènes , Nicolas Usunier , Patrick Gallinari
Advances in Neural Information Processing Systems 25 (NIPS 2012), Dec 2012, Lake Tahoe, NV, United States. pp.197-205
Communication dans un congrès hal-00834050v1
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A Technical Note on Non-Stationary Parametric Bandits: Existing Mistakes and Preliminary Solutions

Louis Faury , Yoan Russac , Marc Abeille , Clément Calauzènes
Algorithmic Learning Theory, Mar 2021, Online, France
Communication dans un congrès hal-03339128v1
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Robust Consensus in Ranking Data Analysis: Definitions, Properties and Computational Issues

Ekhine Irurozki , Morgane Goibert , Clément Calauzènes , Stéphan Clémençon
Proceedings of the 40 th International Conference on Machine Learning, Jul 2023, Honolulu, United States
Communication dans un congrès hal-04253761v1
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Calibration and regret bounds for order-preserving surrogate losses in learning to rank

Clément Calauzènes , Nicolas Usunier , Patrick Gallinari
Machine Learning, 2013, 93 (2-3), pp.227-260. ⟨10.1007/s10994-013-5382-3⟩
Article dans une revue hal-00834230v1

Bridging the gap between regret minimization and best arm identification, with application to A/B tests

Rémy Degenne , Thomas Nedelec , Clément Calauzènes , Vianney Perchet
AISTATS 2019 - 22nd International Conference on Artificial Intelligence and Statistics, Apr 2019, Okinawa, Japan
Communication dans un congrès hal-02457477v1
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Real-Time Optimisation for Online Learning in Auctions

Lorenzo Croissant , Marc Abeille , Clément Calauzènes
International Conference on Machine Learning 2020, Jul 2020, Vienna, Austria
Communication dans un congrès hal-02971118v1

Learning in repeated auctions

Thomas Nedelec , Clément Calauzènes , Noureddine El Karoui , Vianney Perchet
Foundations and Trends in Machine Learning, 2022
Article dans une revue hal-03089800v1

Benchmarking GNN-CMA-ES on the BBOB noiseless testbed

Louis Faury , Clément Calauzènes , Olivier Fercoq
the Genetic and Evolutionary Computation Conference Companion, Jul 2019, Prague, Czech Republic. pp.1928-1936
Communication dans un congrès hal-02269139v1

Explicit shading strategies for repeated truthful auctions

Marc Abeille , Clément Calauzènes , Noureddine El Karoui , Thomas Nedelec , Vianney Perchet
2020
Pré-publication, Document de travail hal-03089527v1

Distributed SAGA: Maintaining linear convergence rate with limited communication

Clément Calauzènes , Nicolas Le Roux
2020
Pré-publication, Document de travail hal-02457450v1
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Improved Optimistic Algorithms for Logistic Bandits

Louis Faury , Marc Abeille , Clément Calauzènes , Olivier Fercoq
International Conference of Machine Learning, Jul 2020, Vienne, Austria
Communication dans un congrès hal-02932836v1

Thresholding at the monopoly price: an agnostic way to improve bidding strategies in revenue-maximizing auctions

Thomas Nedelec , Marc Abeille , Clément Calauzènes , Benjamin Heymann , Vianney Perchet , et al.
2020
Pré-publication, Document de travail hal-03089546v1
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Offline A/B testing for recommender systems

Alexandre Gilotte , Clément Calauzènes , Thomas Nedelec , Alexandre Abraham , Simon Dollé
WSDM '18 - The 11th ACM International Conference on Web Search and Data Mining, Feb 2018, Los Angeles, United States. pp.198-206, ⟨10.1145/3159652.3159687⟩
Communication dans un congrès hal-02457457v1
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Improved Optimistic Algorithms for Logistic Bandits

Louis Faury , Marc Abeille , Clément Calauzènes , Olivier Fercoq
2020
Pré-publication, Document de travail hal-02767843v1

Robust Stackelberg buyers in repeated auctions

Clément Calauzènes , Thomas Nedelec , Vianney Perchet , Noureddine El Karoui
dInternational Conference on Artificial Intelligence and Statistics, 2020, virtual, France
Communication dans un congrès hal-03089777v1
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Position Paper: Open Research Challenges for Private Advertising Systems under Local Differential Privacy

Matilde Tullii , Solenne Gaucher , Hugo Richard , Eustache Diemert , Vianney Perchet , et al.
2024
Pré-publication, Document de travail hal-04438186v1

Improving Evolutionary Strategies with Generative Neural Networks

Louis Faury , Clément Calauzènes , Olivier Fercoq , Syrine Krichen
2019
Pré-publication, Document de travail hal-02007619v1