Ludovic Dos Santos

23 papers A* 8A 1Journal 9Unranked 4

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	Improving Consistency Models with Generator-Augmented Flows. ICML Thibaut Issenhuth, Sangchul Lee, Ludovic Dos Santos, Jean-Yves Franceschi, Chansoo Kim, Alain Rakotomamonjy
2024	A*	`conf`	A Conservative Approach for Few-Shot Transfer in Off-Dynamics Reinforcement Learning. IJCAI Paul Daoudi, Christophe Prieur, Bogdan Robu, Merwan Barlier, Ludovic Dos Santos
2024	J	`jnl`	Enhancing Reinforcement Learning Agents with Local Guides. CoRR Paul Daoudi, Bogdan Robu, Christophe Prieur, Ludovic Dos Santos, Merwan Barlier
2024	J	`jnl`	Improving Consistency Models with Generator-Induced Coupling. CoRR Thibaut Issenhuth, Ludovic Dos Santos, Jean-Yves Franceschi, Alain Rakotomamonjy
2024	—	`conf`	Improving a Proportional Integral Controller with Reinforcement Learning on a Throttle Valve Benchmark. CCTA Paul Daoudi, Bojan Mavkov, Bogdan Robu, Christophe Prieur, Emmanuel Witrant, Merwan Barlier, Ludovic Dos Santos
2024	J	`jnl`	Improving a Proportional Integral Controller with Reinforcement Learning on a Throttle Valve Benchmark. CoRR Paul Daoudi, Bojan Mavkov, Bogdan Robu, Christophe Prieur, Emmanuel Witrant, Merwan Barlier, Ludovic Dos Santos
2023	J	`jnl`	A Trust Region Approach for Few-Shot Sim-to-Real Reinforcement Learning. CoRR Paul Daoudi, Christophe Prieur, Bogdan Robu, Merwan Barlier, Ludovic Dos Santos
2023	J	`jnl`	AdBooster: Personalized Ad Creative Generation using Stable Diffusion Outpainting. CoRR Veronika Shilova, Ludovic Dos Santos, Flavian Vasile, Gaëtan Racic, Ugo Tanielian
2023	A	`conf`	Enhancing Reinforcement Learning Agents with Local Guides. AAMAS Paul Daoudi, Bogdan Robu, Christophe Prieur, Ludovic Dos Santos, Merwan Barlier
2023	A*	`conf`	Unifying GANs and Score-Based Diffusion as Generative Particle Models. NeurIPS Jean-Yves Franceschi, Mike Gartrell, Ludovic Dos Santos, Thibaut Issenhuth, Emmanuel de Bézenac, Mickaël Chen, Alain Rakotomamonjy
2023	J	`jnl`	Unifying GANs and Score-Based Diffusion as Generative Particle Models. CoRR Jean-Yves Franceschi, Mike Gartrell, Ludovic Dos Santos, Thibaut Issenhuth, Emmanuel de Bézenac, Mickaël Chen, Alain Rakotomamonjy
2022	A*	`conf`	Convergence Rates of Non-Convex Stochastic Gradient Descent Under a Generic Lojasiewicz Condition and Local Smoothness. ICML Kevin Scaman, Cédric Malherbe, Ludovic Dos Santos
2021	—	`conf`	OSNR prediction for optical links via learned noise figures. ECOC Sarah Kamel, Hartmut Hafermann, Dylan Le Gac, Ludovic Dos Santos, Balázs Kégl, Yann Frignac, Gabriel Charlet
2020	A*	`conf`	A Simple and Efficient Smoothing Method for Faster Optimization and Local Exploration. NeurIPS Kevin Scaman, Ludovic Dos Santos, Merwan Barlier, Igor Colin
2020	A*	`conf`	Coloring Graph Neural Networks for Node Disambiguation. IJCAI George Dasoulas, Ludovic Dos Santos, Kevin Scaman, Aladin Virmaux
2019	J	`jnl`	Coloring graph neural networks for node disambiguation. CoRR George Dasoulas, Ludovic Dos Santos, Kevin Scaman, Aladin Virmaux
2019	A*	`conf`	Theoretical Limits of Pipeline Parallel Optimization and Application to Distributed Deep Learning. NeurIPS Igor Colin, Ludovic Dos Santos, Kevin Scaman
2019	J	`jnl`	Theoretical Limits of Pipeline Parallel Optimization and Application to Distributed Deep Learning. CoRR Igor Colin, Ludovic Dos Santos, Kevin Scaman
2018	J	`jnl`	Representation Learning for Classification in Heterogeneous Graphs with Application to Social Networks. ACM Trans. Knowl. Discov. Data Ludovic Dos Santos, Benjamin Piwowarski, Ludovic Denoyer, Patrick Gallinari
2017	A*	`conf`	Gaussian Embeddings for Collaborative Filtering. SIGIR Ludovic Dos Santos, Benjamin Piwowarski, Patrick Gallinari
2017	—	`—`	Representation learning for relational data. (Apprentissage de représentations pour les données relationnelles). Ludovic Dos Santos
2016	—	`conf`	Multilabel Classification on Heterogeneous Graphs with Gaussian Embeddings. ECML/PKDD (2) Ludovic Dos Santos, Benjamin Piwowarski, Patrick Gallinari
2015	—	`conf`	Graph Based Method Approach to the ImageCLEF2015 Task1 - Image Annotation. CLEF (Working Notes) Ludovic Dos Santos, Benjamin Piwowarski, Patrick Gallinari