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Melodi Lab @ The University of Washington's Projects

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Diverse Client Selection for Federated Learning via Submodular Maximization

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Code for "Curriculum Learning by Optimizing Learning Dynamics" (AISTATS 2021)

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The DRIP Toolkit (DTK) identifies tandem mass spectra utilizing a Dynamic Bayesian network for Rapid Identification of Peptides (DRIP). DTK performs efficient dynamic Bayesian network (DBN) inference using the Graphical Models Toolkit (GMTK).

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gmtk - the graphical models toolkit

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MATLAB code by Kai Wei : Interactive Learning of Mixtures of Submodular Functions, for Image Summarization

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Bipartite matching generalizations for peptide identification in tandem mass spectrometry

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