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78 Results
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Workshop
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Representing Repeated Structure in Reinforcement Learning Using Symmetric Motifs Matthew Sargent · Augustine Mavor-Parker · Peter J Bentley · Caswell Barry |
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Poster
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Tue 9:00 |
Learning Energy Networks with Generalized Fenchel-Young Losses Mathieu Blondel · Felipe Llinares-Lopez · Robert Dadashi · Leonard Hussenot · Matthieu Geist |
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Poster
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Tue 9:00 |
Neural Conservation Laws: A Divergence-Free Perspective Jack Richter-Powell · Yaron Lipman · Ricky T. Q. Chen |
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Workshop
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A New Graph Node Classification Benchmark: Learning Structure from Histology Cell Graphs Claudia Vanea · Jonathan Campbell · Omri Dodi · Liis Salumäe · Karen Meir · Drorith Hochner · Hagit Hochner · Triin Laisk · Linda Ernst · Cecilia Lindgren · Christoffer Nellaker |
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Workshop
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DiffDock: Diffusion Steps, Twists, and Turns for Molecular Docking Gabriele Corso · Hannes Stärk · Bowen Jing · Regina Barzilay · Tommi Jaakkola |
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Workshop
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Homomorphism AutoEncoder --- Learning Group Structured Representations from Observed Transitions Hamza Keurti · Hsiao-Ru Pan · Michel Besserve · Benjamin F. Grewe · Bernhard Schölkopf |
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Poster
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Wed 14:00 |
Structuring Representations Using Group Invariants Mehran Shakerinava · Arnab Kumar Mondal · Siamak Ravanbakhsh |
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Workshop
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Benefits of Overparameterized Convolutional Residual Networks: Function Approximation under Smoothness Constraint Hao Liu · Minshuo Chen · Siawpeng Er · Wenjing Liao · Tong Zhang · Tuo Zhao |
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Workshop
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Extracting Structural Motifs from Pair Distribution Function Data of Nanostructures using Explainable Machine Learning Andy S. Anker · Emil Thyge Skaaning Kjær · Mikkel Juelsholt · Troels Christiansen · Susanne Skjærvø · Mads Jørgensen · Innokenty Kantor · Daniel Sørensen · Simon J. L. Billinge · Raghavendra Selvan · Kirsten Jensen |
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Workshop
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Sat 9:20 |
Homomorphism AutoEncoder --- Learning Group Structured Representations from Observed Transitions Hamza Keurti · Hsiao-Ru Pan · Michel Besserve · Benjamin F. Grewe · Bernhard Schölkopf |
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Poster
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Wed 14:00 |
Causality-driven Hierarchical Structure Discovery for Reinforcement Learning shaohui peng · Xing Hu · Rui Zhang · Ke Tang · Jiaming Guo · Qi Yi · Ruizhi Chen · xishan zhang · Zidong Du · Ling Li · Qi Guo · Yunji Chen |
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Poster
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Thu 14:00 |
DAGMA: Learning DAGs via M-matrices and a Log-Determinant Acyclicity Characterization Kevin Bello · Bryon Aragam · Pradeep Ravikumar |