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174 Results
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Poster
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Wed 17:00 |
A PAC-Bayesian Approach to Generalization Bounds for Graph Neural Networks Renjie Liao · Raquel Urtasun · Richard Zemel |
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Poster
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Wed 1:00 |
Efficient Continual Learning with Modular Networks and Task-Driven Priors Tom Veniat · Ludovic Denoyer · Marc'Aurelio Ranzato |
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Poster
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Wed 9:00 |
TropEx: An Algorithm for Extracting Linear Terms in Deep Neural Networks Martin Trimmel · Henning Petzka · Cristian Sminchisescu |
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Poster
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Tue 17:00 |
How Neural Networks Extrapolate: From Feedforward to Graph Neural Networks Keyulu Xu · Mozhi Zhang · Jingling Li · Simon Du · Ken-Ichi Kawarabayashi · Stefanie Jegelka |
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Poster
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Mon 9:00 |
Vector-output ReLU Neural Network Problems are Copositive Programs: Convex Analysis of Two Layer Networks and Polynomial-time Algorithms Arda Sahiner · Tolga Ergen · John M Pauly · Mert Pilanci |
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Poster
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Tue 1:00 |
Computational Separation Between Convolutional and Fully-Connected Networks Eran Malach · Shai Shalev-Shwartz |