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Data Approximation

  • A Unified Maximum Likelihood Approach for Estimating Symmetric Properties of Discrete Distributions (ICML 2017)
  • Efficient softmax approximation for GPUs (ICML 2017)
  • Adaptive Sampling Probabilities for Non-Smooth Optimization (ICML 2017)
  • Parallel and Distributed Thompson Sampling for Large-scale Accelerated Exploration of Chemical Space (ICML 2017)
  • Real-Time Bid Prediction using Thompson Sampling-Based Expert Selection (KDD 2015)
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