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Poster
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Generalization and Estimation Error Bounds for Model-based Neural Networks
Avner Shultzman · Eyar Azar · Miguel Rodrigues · Yonina Eldar
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Poster
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GNNInterpreter: A Probabilistic Generative Model-Level Explanation for Graph Neural Networks
Xiaoqi Wang · Han Wei Shen
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Workshop
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Graph Neural Network Generated Metal-Organic Frameworks for Carbon Capture
Zikri Bayraktar · Shahnawaz Molla · Sharath Mahavadi
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Poster
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Simple initialization and parametrization of sinusoidal networks via their kernel bandwidth
Filipe Belbute-Peres · Zico Kolter
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Poster
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Wed 2:30
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Kernel Neural Optimal Transport
Alexander Korotin · Daniil Selikhanovych · Evgeny Burnaev
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Poster
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Mon 7:30
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Neural Optimal Transport
Alexander Korotin · Daniil Selikhanovych · Evgeny Burnaev
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Poster
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Effective passive membership inference attacks in federated learning against overparameterized models
Jiacheng Li · Ninghui Li · Bruno Ribeiro
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Workshop
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Improving extreme weather events detection with light-weight neural networks
Romain Lacombe · Hannah Grossman · Lucas Hendren · David Ludeke
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Poster
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Mon 2:30
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Continuous-time identification of dynamic state-space models by deep subspace encoding
Gerben Izaak Beintema · Maarten Schoukens · Roland Toth
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Oral
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Mon 6:00
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Neural Optimal Transport
Alexander Korotin · Daniil Selikhanovych · Evgeny Burnaev
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Workshop
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An automatic mobile approach for Tree DBH Estimation Using a Depth Map and a Regression Convolutional Neural Network
Margaux Masson-Forsythe · Margaux Masson-Forsythe
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Poster
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Chasing All-Round Graph Representation Robustness: Model, Training, and Optimization
Chunhui Zhang · Yijun Tian · Mingxuan Ju · Zheyuan Liu · Yanfang Ye · Nitesh Chawla · Chuxu Zhang
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