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Visible to the public Efficient Distributed Topic Modeling with Provable Guarantees

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Visible to the public Information-Theoretic Characterization of Sparse Recovery

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Visible to the public Non-Adaptive Group Testing: Explicit Bounds and Novel Algorithms

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Visible to the public Supervised Hashing with Deep Neural Networks

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Visible to the public Classifying Unseen Instances by Learning Class-Independent Similarity Functions

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Visible to the public {BING++:} {A} Fast High Quality Object Proposal Generator at 100fps

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Visible to the public Algorithms for Linear Bandits on Polyhedral Sets

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Visible to the public Sensor Selection by Linear Programming

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Visible to the public Learning Mixed Membership Mallows Models from Pairwise Comparisons