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Workshop
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Physics-Informed CNNs for Super-Resolution of Sparse Observations on Dynamical Systems
Daniel Kelshaw · Georgios Rigas · Luca Magri
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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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Workshop
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Experimental study of Neural ODE training with adaptive solver for dynamical systems modeling
Alexandre Allauzen · Thiago Petrilli Maffei Dardis · Hannah De Oliveira Plath
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Workshop
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Learning Heterogeneous Interaction Strengths by Trajectory Prediction with Graph Neural Network
Seungwoong Ha · Hawoong Jeong
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Poster
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Thu 14:00
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STNDT: Modeling Neural Population Activity with Spatiotemporal Transformers
Trung Le · Eli Shlizerman
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Poster
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Thu 14:00
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Provably Efficient Reinforcement Learning in Partially Observable Dynamical Systems
Masatoshi Uehara · Ayush Sekhari · Jason Lee · Nathan Kallus · Wen Sun
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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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On the Stability and Scalability of Node Perturbation Learning
Naoki Hiratani · Yash Mehta · Timothy Lillicrap · Peter E Latham
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Poster
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Wed 14:00
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Learning Articulated Rigid Body Dynamics with Lagrangian Graph Neural Network
Ravinder Bhattoo · Sayan Ranu · N M Anoop Krishnan
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Poster
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Thu 9:00
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Sparsity in Continuous-Depth Neural Networks
Hananeh Aliee · Till Richter · Mikhail Solonin · Ignacio Ibarra · Fabian Theis · Niki Kilbertus
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Poster
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Wed 9:00
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A time-resolved theory of information encoding in recurrent neural networks
Rainer Engelken · Sven Goedeke
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Poster
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Thu 9:00
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Matrix Multiplicative Weights Updates in Quantum Zero-Sum Games: Conservation Laws & Recurrence
Rahul Jain · Georgios Piliouras · Ryann Sim
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