Articles by Igor Colin | Synthical

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Articles by Igor Colin

Differentially Private Policy Gradient

31 January 2025 by Alexandre Rio and others

Machine Learning

Differentially Private Deep Model-Based Reinforcement Learning

9 October 2024 by Alexandre Rio and others

Machine Learning, Artificial Intelligence

Clustered Multi-Agent Linear Bandits

30 October 2023 by Hamza Cherkaoui and others

Machine Learning

Price of Safety in Linear Best Arm Identification

15 September 2023 by Xuedong Shang and others

Machine Learning

Plasticity of the dopaminergic phenotype and of locomotion in larval zebrafish induced by changes in brain excitability during the embryonic period.

14 June 2023 by S. Bataille and others

An α-No-Regret Algorithm For Graphical Bilinear Bandits

12 October 2022 by Geovani Rizk and others

Machine Learning

Refined bounds for randomized experimental design

22 December 2020 by Geovani Rizk and others

Statistics Theory, Machine Learning

Non-thalamic origin of zebrafish sensory relay nucleus: convergent evolution of visual pathways in amniotes and teleosts

8 September 2020 by Simon Bloch and others

Theoretical Limits of Pipeline Parallel Optimization and Application to Distributed Deep Learning

11 October 2019 by Igor Colin and others

Machine Learning, Distributed, Parallel, and Cluster Computing

Parallel Contextual Bandits in Wireless Handover Optimization

21 January 2019 by Igor Colin and others

Networking and Internet Architecture, Machine Learning

An Approximate Shapley-Folkman Theorem

15 July 2018 by Thomas Kerdreux and others

Optimization and Control

Decentralized Topic Modelling with Latent Dirichlet Allocation

5 October 2016 by Igor Colin and Christophe Dupuy

Machine Learning

Gossip Dual Averaging for Decentralized Optimization of Pairwise Functions

8 June 2016 by Igor Colin and others

Machine Learning, Artificial Intelligence

Extending Gossip Algorithms to Distributed Estimation of U-Statistics

17 November 2015 by Igor Colin and others

Machine Learning, Distributed, Parallel, and Cluster Computing

Scaling-up Empirical Risk Minimization: Optimization of Incomplete U-statistics

14 July 2015 by Stéphan Clémençon and others

Machine Learning, Artificial Intelligence