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Marinka žitnik

Stanford University

59

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Contrastive Learning Improves Critical Event Prediction in COVID-19 Patients

2021 arXiv: Learning
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Sparse dictionary learning recovers pleiotropy from human cell fitness screens

2021 arXiv: Quantitative Methods
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Representation Learning for Networks in Biology and Medicine: Advancements, Challenges, and Opportunities

2021 arXiv: Learning
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Therapeutics Data Commons: Machine Learning Datasets and Tasks for Therapeutics

2021 arXiv: Learning
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Subgraph Neural Networks

2020 NeurIPS | Neural Information Processing Systems
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Open Graph Benchmark: Datasets for Machine Learning on Graphs.

2020 arXiv: Learning
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GNNGuard: Defending Graph Neural Networks against Adversarial Attacks

2020 NeurIPS | Neural Information Processing Systems
- Xiang Zhang
- Marinka žitnik
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SkipGNN: Predicting Molecular Interactions with Skip-Graph Networks

2020 arXiv: Molecular Networks
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Open Graph Benchmark: Datasets for Machine Learning on Graphs

2020 NeurIPS | Neural Information Processing Systems
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Graph Meta Learning via Local Subgraphs

2020 NeurIPS | Neural Information Processing Systems
- Kexin Huang
- Marinka žitnik
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