Agathe Guilloux
4 papers · 2019–2024 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Bronze
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Research topics
Keywords
controlled differential equation
(3)
time series
(2)
sparse regression
(1)
survival analysis
(1)
generalization bound
(1)
generalized linear model
(1)
neural estimator
(1)
prediction error
(1)
approximation theory
(1)
signature method
(1)
learning guarantee
(1)
linear supervised learning
(1)
one-hot encoding
(1)
total variation regularization
(1)
neural network
(1)
sparse observation
(1)
lipchitz continuity
(1)
epidemiological data
(1)
block sparsity
(1)
coxsig
(1)
Papers
Dynamic Survival Analysis with Controlled Latent States
ICML 2024
On the Generalization and Approximation Capacities of Neural Controlled Differential Equations
ICLR 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