Sylvie Putot
3 papers · 2020–2022 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(12)
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Hot Topic Early Bird
Venues
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Research topics
Artificial Intelligence
(2)
Machine Learning
(2)
Mathematics & Optimization
(2)
Mathematics
(2)
Optimization & Theory · Machine Learning
(2)
Deep Learning
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Core AI
(1)
Learning Paradigms
(1)
Models
(1)
Optimization
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
dynamical system
(3)
uncertainty quantification
(1)
computational efficiency
(1)
probability distribution
(1)
stochastic process
(1)
numerical integration
(1)
physics-informed neural network
(1)
neural ordinary differential equation
(1)
inductive bia
(1)
adaptive step size
(1)
trajectory data
(1)
taylor expansion
(1)
continuous-time dynamical system
(1)
concentration of measure
(1)
discrete time
(1)
polynomial form
(1)
augmented lagrangian
(1)
discrete-time dynamical system
(1)
Papers
Neural Networks with Physics-Informed Architectures and Constraints for Dynamical Systems Modeling
L4DC 2022
Taylor-Lagrange Neural Ordinary Differential Equations: Toward Fast Training and Evaluation of Neural ODEs
IJCAI 2022
Reasoning about Uncertainties in Discrete-Time Dynamical Systems using Polynomial Forms.
NeurIPS 2020