- 2021 - 2025 Fairness-aware Machine Learing Based on the Modification of Causal Graphs
- 2018 - 2021 The development of a fairness-aware data-transformation technique and the validation of its effectiveness through a cloudsoucing environment
- 2016 - 2019 Statistical Security of Machine Learning
- 2015 - 2018 Data Transformation that awares Fairness or Neutrality in Data Mining
- 2013 - 2015 Establishment of Self-information Control Mechanism for Machine Learning
- 2012 - 2015 Data Mining Techniequs that aware social fairness
- 2011 - 2014 Advanced Utilization of Medical Record Data with Relational Probabilistic Models
- 2010 - 2012 PRIVACY PRESERVING COLLABORATIVE FILTERING BASED ON INFORMATION GEOMETRY
- 2009 - 2011 Solving a start-up problem of recommender systems by employing transfer learning
- 2007 - 2009 Information geometrical approach for distribution-integration data analysis
- 2004 - 2005 嗜好の順位付け応答に基づく協調フィルタリング
- 2002 - 2004 組み合せ構造を持つ確率モデル構築のための学習理論
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