Agathe Guilloux
4 papers · 2019–2024 · 3 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+1 more ↓ Show less ↑
🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🏃 Academic Marathon (5) 🐝 Cross-Pollinator (10)
🐣
Hot Topic Early Bird
Conferences
ICML (2)
ICLR (1)
JMLR (1)
Top co-authors
Keywords
feature selection
(1)
time series
(1)
oracle inequality
(1)
sparse regression
(1)
generalized linear model
(1)
prediction error
(1)
signature method
(1)
controlled differential equation
(1)
linear supervised learning
(1)
one-hot encoding
(1)
total variation regularization
(1)
sparse observation
(1)
epidemiological datum
(1)
block sparsity
(1)
total-variation regularization
(1)
Papers
On the Generalization and Approximation Capacities of Neural Controlled Differential Equations
ICLR 2024
Dynamic Survival Analysis with Controlled Latent States
ICML 2024
Learning the Dynamics of Sparsely Observed Interacting Systems
ICML 2023
Binarsity: a penalization for one-hot encoded features in linear supervised learning
JMLR 2019