All Stories

  1. Active Feature Acquisition with Supervised Matrix Completion

    Article • July 2018, ACM (Association for Computing Machinery)

    Masashi Sugiyama

  2. Bias Reduction and Metric Learning for Nearest-Neighbor Estimation of Kullback-Leibler Divergence

    Article • Neural Computation, July 2018, The MIT Press

    Masashi Sugiyama

  3. Sufficient Dimension Reduction via Direct Estimation of the Gradients of Logarithmic Conditional Densities

    Article • Neural Computation, February 2018, The MIT Press

    Masashi Sugiyama

  4. Direct Estimation of the Derivative of Quadratic Mutual Information with Application in Supervised Dimension Reduction

    Article • Neural Computation, August 2017, The MIT Press

    Masashi Sugiyama

  5. Predictive Approaches for Low-Cost Preventive Medicine Program in Developing Countries

    Article • August 2015, ACM (Association for Computing Machinery)

    Masashi Sugiyama, Koji Tsuda

  6. Density Ratio Estimation in Machine Learning

    Article • January 2009, Cambridge University Press

    Masashi Sugiyama

  7. Dataset Shift in Machine Learning

    Article • December 2008, The MIT Press

    Masashi Sugiyama