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Igor Colin
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2020 – today
- 2024
- [c10]Cédric Malherbe, Emilio Domínguez-Sánchez, Merwan Barlier, Igor Colin, Haitham Bou-Ammar, Tom Diethe:
Measures of diversity and space-filling designs for categorical data. ICML 2024 - [i12]Alexandre Rio, Merwan Barlier, Igor Colin, Albert Thomas:
Differentially Private Model-Based Offline Reinforcement Learning. CoRR abs/2402.05525 (2024) - 2023
- [j2]Thomas Kerdreux
, Igor Colin, Alexandre d'Aspremont
Stable Bounds on the Duality Gap of Separable Nonconvex Optimization Problems. Math. Oper. Res. 48(2): 1044-1065 (2023) - [c9]Alexandre Rio, Merwan Barlier, Igor Colin, Marta Soare:
Multi-Agent Best Arm Identification with Private Communications. ICML 2023: 29082-29102 - [i11]Xuedong Shang, Igor Colin, Merwan Barlier, Hamza Cherkaoui:
Price of Safety in Linear Best Arm Identification. CoRR abs/2309.08709 (2023) - [i10]Hamza Cherkaoui, Merwan Barlier, Igor Colin:
Clustered Multi-Agent Linear Bandits. CoRR abs/2309.08710 (2023) - 2022
- [c8]Malik Tiomoko, Ekkehard Schnoor, Mohamed El Amine Seddik, Igor Colin, Aladin Virmaux:
Deciphering Lasso-based Classification Through a Large Dimensional Analysis of the Iterative Soft-Thresholding Algorithm. ICML 2022: 21449-21477 - [c7]Geovani Rizk, Igor Colin, Albert Thomas, Rida Laraki, Yann Chevaleyre:
An $\alpha$-No-Regret Algorithm For Graphical Bilinear Bandits. NeurIPS 2022 - [i9]Geovani Rizk, Igor Colin, Albert Thomas, Rida Laraki, Yann Chevaleyre:
An α-No-Regret Algorithm For Graphical Bilinear Bandits. CoRR abs/2206.00466 (2022) - 2021
- [c6]Geovani Rizk, Albert Thomas, Igor Colin, Rida Laraki, Yann Chevaleyre:
Best Arm Identification in Graphical Bilinear Bandits. ICML 2021: 9010-9019 - 2020
- [c5]Kevin Scaman, Ludovic Dos Santos, Merwan Barlier, Igor Colin:
A Simple and Efficient Smoothing Method for Faster Optimization and Local Exploration. NeurIPS 2020 - [i8]Geovani Rizk, Albert Thomas, Igor Colin, Rida Laraki, Yann Chevaleyre:
Best Arm Identification in Graphical Bilinear Bandits. CoRR abs/2012.07641 (2020) - [i7]Geovani Rizk, Igor Colin, Albert Thomas, Moez Draief:
Refined bounds for randomized experimental design. CoRR abs/2012.15726 (2020)
2010 – 2019
- 2019
- [c4]Igor Colin, Ludovic Dos Santos, Kevin Scaman:
Theoretical Limits of Pipeline Parallel Optimization and Application to Distributed Deep Learning. NeurIPS 2019: 12350-12359 - [i6]Igor Colin, Albert Thomas, Moez Draief:
Parallel Contextual Bandits in Wireless Handover Optimization. CoRR abs/1902.01931 (2019) - [i5]Igor Colin, Ludovic Dos Santos, Kevin Scaman:
Theoretical Limits of Pipeline Parallel Optimization and Application to Distributed Deep Learning. CoRR abs/1910.05104 (2019) - 2018
- [c3]Igor Colin, Albert Thomas, Moez Draief:
Parallel Contextual Bandits in Wireless Handover Optimization. ICDM Workshops 2018: 258-265 - 2016
- [b1]Igor Colin:
Adapting machine learning methods to U-statistics. (Adaptation des méthodes d'apprentissage aux U-statistiques). Télécom ParisTech, France, 2016 - [j1]Stéphan Clémençon, Igor Colin, Aurélien Bellet:
Scaling-up Empirical Risk Minimization: Optimization of Incomplete $U$-statistics. J. Mach. Learn. Res. 17: 76:1-76:36 (2016) - [c2]Igor Colin, Aurélien Bellet, Joseph Salmon, Stéphan Clémençon:
Gossip Dual Averaging for Decentralized Optimization of Pairwise Functions. ICML 2016: 1388-1396 - [i4]Igor Colin, Aurélien Bellet, Joseph Salmon, Stéphan Clémençon:
Gossip Dual Averaging for Decentralized Optimization of Pairwise Functions. CoRR abs/1606.02421 (2016) - [i3]Igor Colin, Christophe Dupuy:
Decentralized Topic Modelling with Latent Dirichlet Allocation. CoRR abs/1610.01417 (2016) - 2015
- [c1]Igor Colin, Aurélien Bellet, Joseph Salmon, Stéphan Clémençon:
Extending Gossip Algorithms to Distributed Estimation of U-statistics. NIPS 2015: 271-279 - [i2]Stéphan Clémençon, Aurélien Bellet, Igor Colin:
Scaling-up Empirical Risk Minimization: Optimization of Incomplete U-statistics. CoRR abs/1501.02629 (2015) - [i1]Igor Colin, Aurélien Bellet, Joseph Salmon, Stéphan Clémençon:
Extending Gossip Algorithms to Distributed Estimation of U-Statistics. CoRR abs/1511.05464 (2015)
Coauthor Index
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last updated on 2024-09-13 01:37 CEST by the dblp team
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