Joshua Hanson
4 papers · 2019–2024 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Academic Marathon ยท Sprint
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Hot Topic Early Bird
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Conference Pioneer
Venues
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Research topics
Keywords
recurrent neural network
(2)
rademacher complexity
(1)
dynamical system
(1)
approximation theory
(1)
approximation guarantee
(1)
neural ode
(1)
nonlinear system
(1)
infinite-time trajectory
(1)
stable system
(1)
derivative matching
(1)
input-output behavior
(1)
temporal convolutional network
(1)
infinite-width network
(1)
neural network
(1)
control input
(1)
chen-fliess series
(1)
hyperbolic tangent activation
(1)
sup-norm risk
(1)
system identification
(1)
sequence-to-sequence modeling
(1)
Papers
Rademacher complexity of neural ODEs via Chen-Fliess series
L4DC 2024
Learning Recurrent Neural Net Models of Nonlinear Systems
L4DC 2021
Universal Simulation of Stable Dynamical Systems by Recurrent Neural Nets
L4DC 2020
Universal Approximation of Input-Output Maps by Temporal Convolutional Nets
NeurIPS 2019