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48 Results
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Workshop
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AgentTorch: Agent-based Modeling with Automatic Differentiation Ayush Chopra · Jayakumar Subramanian · Balaji Krishnamurthy · Ramesh Raskar |
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Poster
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Tue 15:15 |
Neural Lyapunov Control for Discrete-Time Systems Junlin Wu · Andrew Clark · Yiannis Kantaros · Yevgeniy Vorobeychik |
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Workshop
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Local Differential Privacy in Graph Neural Networks: a Reconstruction Approach Karuna Bhaila · Wen Huang · Yongkai Wu · Xintao Wu |
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Workshop
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Physics-Informed Neural Operators with Exact Differentiation on Arbitrary Geometries Colin White · Julius Berner · Jean Kossaifi · Mogab Elleithy · David Pitt · Daniel Leibovici · Zongyi Li · Kamyar Azizzadenesheli · Animashree Anandkumar |
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Poster
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Tue 8:45 |
Neural Fields with Hard Constraints of Arbitrary Differential Order Fangcheng Zhong · Kyle Fogarty · Param Hanji · Tianhao Wu · Alejandro Sztrajman · Andrew Spielberg · Andrea Tagliasacchi · Petra Bosilj · Cengiz Oztireli |
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Workshop
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Towards Optimal Network Depths: Control-Inspired Acceleration of Training and Inference in Neural ODEs Keyan Miao · Konstantinos Gatsis |
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Poster
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Thu 15:00 |
Calibrating Neural Simulation-Based Inference with Differentiable Coverage Probability Maciej Falkiewicz · Naoya Takeishi · Imahn Shekhzadeh · Antoine Wehenkel · Arnaud Delaunoy · Gilles Louppe · Alexandros Kalousis |
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Poster
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Tue 8:45 |
Model-Based Control with Sparse Neural Dynamics Ziang Liu · Genggeng Zhou · Jeff He · Tobia Marcucci · Fei-Fei Li · Jiajun Wu · Yunzhu Li |
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Workshop
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Privacy-preserving design of graph neural networks with applications to vertical federated learning Ruofan Wu · Mingyang Zhang · Lingjuan Lyu · Xiaolong Xu · Xiuquan Hao · xinyi fu · Tengfei LIU · Tianyi Zhang · Weiqiang Wang |
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Workshop
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Leveraging Low-Rank and Sparse Recurrent Connectivity for Robust Closed-Loop Control Neehal Tumma · Mathias Lechner · Noel Loo · Ramin Hasani · Daniela Rus |
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Workshop
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Privacy-Utility Trade-offs in Neural Networks for Medical Population Graphs: Insights from Differential Privacy and Graph Structure Tamara Mueller · Maulik Chevli · Ameya Daigavane · Daniel Rueckert · Georgios Kaissis |
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Workshop
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Beyond PID Controllers: PPO with Neuralized PID Policy for Proton Beam Intensity Control in Mu2e Jerry Yao-Chieh Hu · Chenwei Xu · Aakaash Narayanan · Mattson Thieme · Vladimir Nagaslaev · Mark Austin · Jeremy Arnold · Jose Berlioz · Pierrick Hanlet · Aisha Ibrahim · Dennis Nicklaus · Jovan Mitrevski · Gauri Pradhan · Andrea Saewert · Kiyomi Seiya · Brian Schupbach · Randy Thurman-Keup · Nhan Tran · Rui Shi · Seda Ogrenci · Alexis Maya-Isabelle Shuping · Kyle Hazelwood · Han Liu |