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Stefanie Jegelka

Massachusetts Institute of Technology
Max Planck Society
University of California, Berkeley

219

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8734

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Robust Contrastive Learning against Noisy Views.

2022 CoRR
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Training invariances and the low-rank phenomenon: beyond linear networks.

2022 CoRR
- Thien Le
- Stefanie Jegelka
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Theory of Graph Neural Networks: Representation and Learning.

2022 CoRR
- Stefanie Jegelka
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Sign and Basis Invariant Networks for Spectral Graph Representation Learning.

2022 CoRR
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Scaling up Continuous-Time Markov Chains Helps Resolve Underspecification

2021 NeurIPS | Neural Information Processing Systems
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What training reveals about neural network complexity

2021 | Annual Conference on Neural Information Processing Systems
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Measuring Generalization with Optimal Transport

2021 | Annual Conference on Neural Information Processing Systems
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Optimization of Graph Neural Networks: Implicit Acceleration by Skip Connections and More Depth

2021 ICML | International Conference on Machine Learning
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Can contrastive learning avoid shortcut solutions?

2021 | Annual Conference on Neural Information Processing Systems
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What training reveals about neural network complexity.

2021 arXiv: Learning
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