Adeline Fermanian
5 papers · 2021–2025 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🏆
Keyword Champion
(2)
Venues
Top co-authors
Research topics
Keywords
signature method
(2)
controlled differential equation
(2)
time series
(1)
reproducing kernel hilbert space
(1)
survival analysis
(1)
recurrent neural network
(1)
deep neural network
(1)
adaptive optimization
(1)
neural ordinary differential equation
(1)
variational autoencoder
(1)
neural estimator
(1)
prediction error
(1)
gradient vanishing
(1)
neural differential equation
(1)
bias reduction
(1)
neural stochastic differential equation
(1)
learning guarantee
(1)
kernel methods
(1)
sparse observation
(1)
epidemiological data
(1)
Papers
Scaling ResNets in the Large-depth Regime
JMLR 2025
Dynamic Survival Analysis with Controlled Latent States
ICML 2024
Non-asymptotic Analysis of Biased Adaptive Stochastic Approximation
NeurIPS 2024
Learning the Dynamics of Sparsely Observed Interacting Systems
ICML 2023
Framing RNN as a kernel method: A neural ODE approach
NeurIPS 2021