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Ludovic Dos Santos
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2020 – today
- 2024
- [c12]Paul Daoudi, Bojan Mavkov
, Bogdan Robu, Christophe Prieur, Emmanuel Witrant, Merwan Barlier, Ludovic Dos Santos:
Improving a Proportional Integral Controller with Reinforcement Learning on a Throttle Valve Benchmark. CCTA 2024: 217-222 - [c11]Paul Daoudi, Christophe Prieur, Bogdan Robu, Merwan Barlier, Ludovic Dos Santos:
A Conservative Approach for Few-Shot Transfer in Off-Dynamics Reinforcement Learning. IJCAI 2024: 3890-3898 - [i8]Paul Daoudi, Bojan Mavkov, Bogdan Robu, Christophe Prieur, Emmanuel Witrant, Merwan Barlier, Ludovic Dos Santos:
Improving a Proportional Integral Controller with Reinforcement Learning on a Throttle Valve Benchmark. CoRR abs/2402.13654 (2024) - [i7]Paul Daoudi, Bogdan Robu, Christophe Prieur, Ludovic Dos Santos, Merwan Barlier:
Enhancing Reinforcement Learning Agents with Local Guides. CoRR abs/2402.13930 (2024) - [i6]Thibaut Issenhuth, Ludovic Dos Santos, Jean-Yves Franceschi, Alain Rakotomamonjy:
Improving Consistency Models with Generator-Induced Coupling. CoRR abs/2406.09570 (2024) - 2023
- [c10]Paul Daoudi, Bogdan Robu, Christophe Prieur, Ludovic Dos Santos, Merwan Barlier:
Enhancing Reinforcement Learning Agents with Local Guides. AAMAS 2023: 829-838 - [c9]Jean-Yves Franceschi, Mike Gartrell, Ludovic Dos Santos, Thibaut Issenhuth, Emmanuel de Bézenac, Mickaël Chen, Alain Rakotomamonjy:
Unifying GANs and Score-Based Diffusion as Generative Particle Models. NeurIPS 2023 - [i5]Jean-Yves Franceschi, Mike Gartrell, Ludovic Dos Santos, Thibaut Issenhuth, Emmanuel de Bézenac, Mickaël Chen, Alain Rakotomamonjy:
Unifying GANs and Score-Based Diffusion as Generative Particle Models. CoRR abs/2305.16150 (2023) - [i4]Veronika Shilova, Ludovic Dos Santos, Flavian Vasile, Gaëtan Racic, Ugo Tanielian:
AdBooster: Personalized Ad Creative Generation using Stable Diffusion Outpainting. CoRR abs/2309.11507 (2023) - [i3]Paul Daoudi, Christophe Prieur, Bogdan Robu, Merwan Barlier, Ludovic Dos Santos:
A Trust Region Approach for Few-Shot Sim-to-Real Reinforcement Learning. CoRR abs/2312.15474 (2023) - 2022
- [c8]Kevin Scaman, Cédric Malherbe, Ludovic Dos Santos:
Convergence Rates of Non-Convex Stochastic Gradient Descent Under a Generic Lojasiewicz Condition and Local Smoothness. ICML 2022: 19310-19327 - 2021
- [c7]Sarah Kamel, Hartmut Hafermann, Dylan Le Gac, Ludovic Dos Santos, Balázs Kégl, Yann Frignac, Gabriel Charlet:
OSNR prediction for optical links via learned noise figures. ECOC 2021: 1-4 - 2020
- [c6]George Dasoulas
Coloring Graph Neural Networks for Node Disambiguation. IJCAI 2020: 2126-2132 - [c5]Kevin Scaman, Ludovic Dos Santos, Merwan Barlier, Igor Colin:
A Simple and Efficient Smoothing Method for Faster Optimization and Local Exploration. NeurIPS 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 - [i2]Igor Colin, Ludovic Dos Santos, Kevin Scaman:
Theoretical Limits of Pipeline Parallel Optimization and Application to Distributed Deep Learning. CoRR abs/1910.05104 (2019) - [i1]George Dasoulas, Ludovic Dos Santos, Kevin Scaman, Aladin Virmaux:
Coloring graph neural networks for node disambiguation. CoRR abs/1912.06058 (2019) - 2018
- [j1]Ludovic Dos Santos, Benjamin Piwowarski
Representation Learning for Classification in Heterogeneous Graphs with Application to Social Networks. ACM Trans. Knowl. Discov. Data 12(5): 62:1-62:33 (2018) - 2017
- [b1]Ludovic Dos Santos:
Representation learning for relational data. (Apprentissage de représentations pour les données relationnelles). Pierre and Marie Curie University, Paris, France, 2017 - [c3]Ludovic Dos Santos, Benjamin Piwowarski
Gaussian Embeddings for Collaborative Filtering. SIGIR 2017: 1065-1068 - 2016
- [c2]Ludovic Dos Santos, Benjamin Piwowarski, Patrick Gallinari:
Multilabel Classification on Heterogeneous Graphs with Gaussian Embeddings. ECML/PKDD (2) 2016: 606-622 - 2015
- [c1]Ludovic Dos Santos, Benjamin Piwowarski, Patrick Gallinari:
Graph Based Method Approach to the ImageCLEF2015 Task1 - Image Annotation. CLEF (Working Notes) 2015
Coauthor Index
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