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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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Poster
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Wed 14:00
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Thompson Sampling Efficiently Learns to Control Diffusion Processes
Mohamad Kazem Shirani Faradonbeh · Mohamad Sadegh Shirani Faradonbeh · Mohsen Bayati
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Poster
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Wed 9:00
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Online Learning and Pricing for Network Revenue Management with Reusable Resources
Huiwen Jia · Cong Shi · Siqian Shen
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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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Safety Guarantees for Neural Network Dynamic Systems via Stochastic Barrier Functions
Rayan Mazouz · Karan Muvvala · Akash Ratheesh Babu · Luca Laurenti · Morteza Lahijanian
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Poster
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Wed 9:00
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Revisit last-iterate convergence of mSGD under milder requirement on step size
ruinan Jin · Xingkang He · Lang Chen · Difei Cheng · Vijay Gupta
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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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Defending Against Adversarial Attacks via Neural Dynamic System
Xiyuan Li · Zou Xin · Weiwei Liu
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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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Workshop
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Sat 7:05
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Towards Markov Properties for Continuous-Time Dynamical Systems - Joris Mooij
Joris Mooij
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Workshop
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Learning Dynamics and Structure of Complex Systems Using Graph Neural Networks
Zhe Li · Andreas Tolias · Xaq Pitkow
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Workshop
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Fri 6:25
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Reinforcement learning in large-scale heterogeneous dynamic systems
Ivana Dusparic
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