Yihe Dong

[ICML 2021 Oral] We show pure attention suffers rank collapse, and how different mechanisms combat it.

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[NeurIPS 2020] Simple and practical private mean and covariance estimation.

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Hypergraph representation learning: Hypergraph Networks with Hyperedge Neurons.

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Neural LSH [ICLR 2020] - Using supervised learning to produce better space partitions for fast nearest neighbor search.

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[NeurIPS 2019 Spotlight] High dimensional mean estimation and outlier detection in nearly-linear time.

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