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Poster
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Tue 9:00
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Learning with little mixing
Ingvar Ziemann · Stephen Tu
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Workshop
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Towards Certifiably Safe Nonlinear Control with Sensor and Dynamics Uncertainties - Sarah Dean & Andrew Taylor
Hamidreza Kasaei
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Workshop
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D-optimal neural exploration of nonlinear physical systems
Matthieu Blanke · marc lelarge
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Workshop
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Geometric path augmentation for inference of sparsely observed stochastic nonlinear systems
Dimitra Maoutsa
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Poster
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Tue 9:00
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Non-asymptotic and Accurate Learning of Nonlinear Dynamical Systems
Yahya Sattar · Samet Oymak
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Poster
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Thu 14:00
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TaSIL: Taylor Series Imitation Learning
Daniel Pfrommer · Thomas Zhang · Stephen Tu · Nikolai Matni
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Workshop
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Variational Bayesian Inference and Learning for Continuous Switching Linear Dynamical Systems
Jack Goffinet · David Carlson
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Poster
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Tue 14:00
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Neural Lyapunov Control of Unknown Nonlinear Systems with Stability Guarantees
Ruikun Zhou · Thanin Quartz · Hans De Sterck · Jun Liu
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Poster
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Tue 14:00
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Learning Deep Input-Output Stable Dynamics
Ryosuke Kojima · Yuji Okamoto
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Poster
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Defending Against Adversarial Attacks via Neural Dynamic System
Xiyuan Li · Zou Xin · Weiwei Liu
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Poster
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Tue 9:00
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Function Classes for Identifiable Nonlinear Independent Component Analysis
Simon Buchholz · Michel Besserve · Bernhard Schölkopf
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Workshop
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Learning dynamical systems: an example from open quantum system dynamics.
Pietro Novelli
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