Preprints

  • Meta-Amortized Variational Inference and Learning.
    Wu, M.*, Choi, K.*, Goodman, N., Ermon, S.
    Bayesian Deep Learning Workshop, NeurIPS 2019.
    [arXiv]
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    Publications

  • Neural Joint-Source Channel Coding.
    Choi, K., Tatwawadi, K., Weissman, T., Ermon, S.
    International Conference of Machine Learning (ICML), 2019.
    [pdf] [code]

  • Wishbone identifies bifurcating developmental trajectories from single-cell data.
    Setty, M., Tadmor, M. D., Reich-Zeliger, S., Angel, O., Salame, T. M., Kathail, P., Choi, K., Bendall, S., Friedman, N., Pe'er, D.
    Nature Biotechnology, 34(6), 637-645.
    [pdf]
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    Workshops

  • Tensor decomposition for single-cell RNA-seq data.
    Choi, K.*, Carr, A. J.*, Prabhakaran, S., Pe’er, D.
    Practical Bayesian Nonparametrics Workshop, NIPS 2016.
    [pdf]
    •