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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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Workshop
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Online Learning of Optimal Control Signals in Stochastic Linear Dynamical Systems
Mohamad Kazem Shirani Faradonbeh
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Workshop
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Fri 13:30
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Constraining Gaussian Processes to Systems of Linear Ordinary Differential Equations
Andreas Besginow
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Workshop
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Non-exchangeability in Infinite Switching Linear Dynamical Systems
Victor Geadah · Jonathan Pillow
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Poster
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Wed 14:00
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On the Sample Complexity of Stabilizing LTI Systems on a Single Trajectory
Yang Hu · Adam Wierman · Guannan Qu
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Workshop
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Policy gradient finds global optimum of nearly linear-quadratic control systems
Yinbin Han · Meisam Razaviyayn · Renyuan Xu
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Poster
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Tue 9:00
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An Algorithm for Learning Switched Linear Dynamics from Data
Guillaume Berger · Monal Narasimhamurthy · Kandai Watanabe · Morteza Lahijanian · Sriram Sankaranarayanan
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Affinity Workshop
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Decomposed Linear Dynamical Systems (dLDS) for learning the latent components of neural dynamics
Noga Mudrik · Yenho Chen · Eva Yezerets · Christopher Rozell · Adam Charles
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Workshop
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Constraining Gaussian Processes to Systems of Linear Ordinary Differential Equations
Andreas Besginow · Markus Lange-Hegermann
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Workshop
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Towards Neural Variational Monte Carlo That Scales Linearly with System Size
Or Sharir · Garnet Chan · Anima Anandkumar
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Workshop
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Evaluating Error Bound for Physics-Informed Neural Networks on Linear Dynamical Systems
Shuheng Liu · Xiyue Huang · Pavlos Protopapas
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Workshop
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Inversely Eliciting Numerical Reasoning in Language Models via Solving Linear Systems
Fan Zhou · Haoyu Dong · Qian Liu · Zhoujun Cheng · Shi Han · Dongmei Zhang
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