Eric Goubault
3 papers · 2020–2022 · 3 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (7) π£ Hot Topic Early Bird π Conference Polyglot (3) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (12)
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Conferences
IJCAI (1)
L4DC (1)
NIPS (1)
Top co-authors
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)
trajectory datum
(1)
adaptive step-size
(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
Taylor-Lagrange Neural Ordinary Differential Equations: Toward Fast Training and Evaluation of Neural ODEs
IJCAI 2022
Neural Networks with Physics-Informed Architectures and Constraints for Dynamical Systems Modeling
L4DC 2022
Reasoning about Uncertainties in Discrete-Time Dynamical Systems using Polynomial Forms.
NIPS 2020