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295 Results
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Poster
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Mon 10:30 |
On Predicting Generalization using GANs Yi Zhang · Arushi Gupta · Nikunj Umesh Saunshi · Sanjeev Arora |
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Poster
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Tue 10:30 |
On the Pitfalls of Heteroscedastic Uncertainty Estimation with Probabilistic Neural Networks Maximilian Seitzer · Arash Tavakoli · Dimitrije Antic · Georg Martius |
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Poster
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Tue 10:30 |
Diurnal or Nocturnal? Federated Learning of Multi-branch Networks from Periodically Shifting Distributions Chen Zhu · Zheng Xu · Mingqing Chen · Jakub Konečný · Andrew Hard · Tom Goldstein |
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Spotlight
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Mon 2:30 |
Imbedding Deep Neural Networks Andrew Corbett · Dmitry Kangin |
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Poster
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Tue 10:30 |
Selective Ensembles for Consistent Predictions Emily Black · Klas Leino · Matt Fredrikson |
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Poster
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Wed 10:30 |
Space-Time Graph Neural Networks Samar Hadou · Charilaos Kanatsoulis · Alejandro Ribeiro |
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Poster
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Mon 10:30 |
The Spectral Bias of Polynomial Neural Networks Moulik Choraria · Leello Dadi · Grigorios Chrysos · Julien Mairal · Volkan Cevher |
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Poster
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Tue 10:30 |
Granger causal inference on DAGs identifies genomic loci regulating transcription Alexander Wu · Rohit Singh · Bonnie Berger |
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Poster
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Tue 18:30 |
Bi-linear Value Networks for Multi-goal Reinforcement Learning Ge Yang · Zhang-Wei Hong · Pulkit Agrawal |
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Spotlight
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Mon 18:30 |
Iterative Refinement Graph Neural Network for Antibody Sequence-Structure Co-design Wengong Jin · Jeremy Wohlwend · Regina Barzilay · Tommi Jaakkola |
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Poster
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Thu 10:30 |
Deep ReLU Networks Preserve Expected Length Boris Hanin · Ryan Jeong · David Rolnick |
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Spotlight
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Tue 2:30 |
Learning the Dynamics of Physical Systems from Sparse Observations with Finite Element Networks Marten Lienen · Stephan Günnemann |