Kohei Miyaguchi

Publications

• Molecular Descriptor for Global Relationship of intra-Molecular Substructures

  • • Lisa Hamada
    • Akihiro Kishimoto
    • et al.
  • 2024
  • MRS Fall Meeting 2024

• Biases in Evaluation of Molecular Optimization Methods and Bias Reduction Strategies

  • • Hiroshi Kajino
    • Kohei Miyaguchi
    • et al.
  • 2023
  • ICML 2023

• Detection of Unobserved Common Cause in Discrete Data Based on the MDL Principle

  • • Masatoshi Kobayashi
    • Kohei Miyaguchi
    • et al.
  • 2022
  • Big Data 2022

• Hierarchical Lattice Layer for Partially Monotone Neural Networks

  • • Hiroki Yanagisawa
    • Kohei Miyaguchi
    • et al.
  • 2022
  • NeurIPS 2022

• Cumulative Stay-time Representation for Electronic Health Records in Medical Event Time Prediction

  • • Takayuki Katsuki
    • Kohei Miyaguchi
    • et al.
  • 2022
  • IJCAI 2022

• Variational Inference for Discriminative Learning with Generative Modeling of Feature Incompletion

  • • Kohei Miyaguchi
    • Takayuki Katsuki
    • et al.
  • 2022
  • ICLR 2022

• Almost Hyperparameter-Free Hyperparameter Selection Framework for Offline Policy Evaluation

  • • Kohei Miyaguchi
  • 2022
  • AAAI 2022

• Asymptotically Exact Error Characterization of Offline Policy Evaluation with Misspecified Linear Models

  • • Kohei Miyaguchi
  • 2021
  • NeurIPS 2021

• Adaptive minimax regret against smooth logarithmic losses over high-dimensional L1-balls via envelope complexity

  • • Kohei Miyaguchi
    • Kenji Yamanishi
  • 2019
  • AISTATS 2019

• Cogra: Concept-drift-aware stochastic gradient descent for time-series forecasting

  • • Kohei Miyaguchi
    • Hiroshi Kajino
  • 2019
  • AAAI 2019