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93 Results
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Workshop
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Connectivity Optimized Nested Line Graph Networks for Crystal Structures Robin Ruff · Patrick Reiser · Jan Stühmer · Pascal Friederich |
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Workshop
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Optimal packing of attractor states in neural representations John Vastola |
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Workshop
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On the explainable properties of 1-Lipschitz Neural Networks: An Optimal Transport Perspective Mathieu Serrurier · Franck Mamalet · Thomas FEL · Louis Béthune · Thibaut Boissin |
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Poster
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Wed 15:00 |
Efficient Uncertainty Quantification and Reduction for Over-Parameterized Neural Networks Ziyi Huang · Henry Lam · Haofeng Zhang |
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Poster
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Wed 15:00 |
Nearly Optimal VC-Dimension and Pseudo-Dimension Bounds for Deep Neural Network Derivatives Yahong Yang · Haizhao Yang · Yang Xiang |
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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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Graph Neural Bayesian Optimization for Virtual Screening Miles Wang-Henderson · Bartu Soyuer · Parnian Kassraie · Andreas Krause · Ilija Bogunovic |
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Workshop
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Auto-PINN: Understanding and Optimizing Physics-Informed Neural Architecture Yicheng Wang · Xiaotian Han · Chia-Yuan Chang · Daochen Zha · Ulisses M. Braga-Neto · Xia Hu |
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Workshop
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Graph Neural Bayesian Optimization for Virtual Screening Miles Wang-Henderson · Bartu Soyuer · Parnian Kassraie · Andreas Krause · Ilija Bogunovic |
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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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Representational constraints underlying similarity between task-optimized neural systems Tahereh Toosi |
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Poster
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Tue 15:15 |
Efficient Meta Neural Heuristic for Multi-Objective Combinatorial Optimization Jinbiao Chen · Jiahai Wang · Zizhen Zhang · Zhiguang Cao · Te Ye · Siyuan Chen |