Sapporo City University · AIT Center · 准教授

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• Free energy evaluation based on Bethe free energy on slim deep Boltzmann machines
• Targeted Universal Adversarial Examples via Single Node Injection on Graph Convolutional Networks
• Pixel-based targeted adversarial examples on gaze estimation using disentangled representation
• Pool-Based Active Classification Based on Expected Error Reduction with Uncertainty Subsampling

• 統計力学的近似理論を用いた確率的深層学習アルゴリズムの開発
• 統計力学的近似と解析に基づく量子機械学習の理論および実装法の構築
• 統計力学的解析に基づく敵対的機械学習の理論基盤の確立

• Official profile