Ludovic DOS SANTOS
7 papers · 2019–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Academic Marathon (6) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (19)
π§
Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
NIPS (3)
ICML (2)
IJCAI (2)
Top co-authors
Keywords
non-convex optimization
(3)
stochastic gradient descent
(1)
imitation learning
(1)
graph classification
(1)
optimal transport
(1)
neural network optimization
(1)
gradient descent
(1)
generative model
(1)
learning rate
(1)
convergence rate
(1)
randomized smoothing
(1)
gradient flow
(1)
learning dynamics
(1)
generative adversarial network
(1)
pipeline parallelism
(1)
off-dynamics reinforcement learning
(1)
policy transfer
(1)
few-shot transfer
(1)
score-based diffusion
(1)
moreau envelope
(1)
Papers
Improving Consistency Models with Generator-Augmented Flows
ICML 2025
A Conservative Approach for Few-Shot Transfer in Off-Dynamics Reinforcement Learning
IJCAI 2024
Unifying GANs and Score-Based Diffusion as Generative Particle Models
NIPS 2023
Convergence Rates of Non-Convex Stochastic Gradient Descent Under a Generic Lojasiewicz Condition and Local Smoothness
ICML 2022
Coloring Graph Neural Networks for Node Disambiguation
IJCAI 2020
A Simple and Efficient Smoothing Method for Faster Optimization and Local Exploration
NIPS 2020
Theoretical Limits of Pipeline Parallel Optimization and Application to Distributed Deep Learning
NIPS 2019