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  1. attention-rank-collapse attention-rank-collapse Public

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

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  2. learn-to-hash learn-to-hash Public

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

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  3. HNHN HNHN Public

    Hypergraph representation learning: Hypergraph Networks with Hyperedge Neurons.

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  4. coin-press coin-press Public

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

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  5. que-outlier-detection que-outlier-detection Public

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

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  6. copt copt Public

    [NeurIPS 2020]. COPT - Coordinated Optimal Transport on Graphs

    Python 16 3