研究成果

2025年

論文誌

• Naoyuki Terashita, Satoshi Hara.
  Variance Reduction of Stochastic Hypergradient Estimation by Mixed Fixed-Point Iteration
  Transactions on Machine Learning Research, 2025.

• Daisuke Hatano, Satoshi Hara, Hiromi Arai.
  Path-Specific Counterfactual Fairness via Dividend Correction
  Transactions on Machine Learning Research, 2025.

• Taichi Tomono, Satoshi Hara, Junko Iida, Takashi Washio.
  Enhancing constituent estimation in nucleic acid mixture models using spectral annealing inference and MS/MS information
  Frontiers in Analytical Science (Chemometrics), 5, 2025.

• Naoyuki Terashita, Hiroki Ohashi, Satoshi Hara.
  Data Cleansing for GANs
  IEEE Transactions on Neural Networks and Learning Systems, 2025.

国際会議

• Kentaro Kanamori, Ken Kobayashi, Satoshi Hara, Takuya Takagi.
  Algorithmic Recourse for Long-Term Improvement
  In Proceedings of the 42nd International Conference on Machine Learning (ICML'25), 2025. 

国内論文誌

• 原聡.
  説明可能AIとその信頼性
  応用統計学, 54 (1):101-112, 2025.

国内発表

• 黒木瑛介, 原聡.
  大域的および局所的説明を両立する決定木集合の構築
  2025年度人工知能学会全国大会（JSAI2025）, 2025.

• 田中哲生, 吉本達也, 原聡.
  指定クラス間の誤分類を減らす学習法
  2025年度人工知能学会全国大会（JSAI2025）, 2025.

その他

• Takahiro Kajisa
  Quantum Scalar Field Theoretic Extension of Boltzmann Machines to Solve a Class of Moment Matching Problems
  SQAI-NCTS Workshop on Quantum Technologies and Machine Learning, 2025.

• Satoshi Hara
  A Bandit Approach to Discriminating Two Unknown Quantum States
  SQAI-NCTS Workshop on Quantum Technologies and Machine Learning, 2025.

2023年以前

2023年以前の研究成果は 原の個人ページ をご覧ください。