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7 Results

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Workshop
Towards Certifiably Safe Nonlinear Control with Sensor and Dynamics Uncertainties - Sarah Dean & Andrew Taylor
Hamidreza Kasaei
Poster
Tue 9:00 Non-asymptotic and Accurate Learning of Nonlinear Dynamical Systems
Yahya Sattar · Samet Oymak
Poster
Tue 9:00 Learning with little mixing
Ingvar Ziemann · Stephen Tu
Poster
Thu 14:00 Efficient learning of nonlinear prediction models with time-series privileged information
Bastian Jung · Fredrik Johansson
Poster
Tue 14:00 Neural Lyapunov Control of Unknown Nonlinear Systems with Stability Guarantees
Ruikun Zhou · Thanin Quartz · Hans De Sterck · Jun Liu
Poster
Tue 14:00 Learning Deep Input-Output Stable Dynamics
Ryosuke Kojima · Yuji Okamoto
Poster
Wed 9:00 Bayesian Spline Learning for Equation Discovery of Nonlinear Dynamics with Quantified Uncertainty
Luning Sun · Daniel Huang · Hao Sun · Jian-Xun Wang