ML | STAIR: Software Technology and Artificial Intelligence Research Laboratory

tag: ML

2022.09.26
決定木と深層ニューラルネットを用いた解釈可能な予測モデル Interpretable Model Combining Decision Rules and DNN

IBISML, ML, XAI
2022.01.27
DEIM2022で吉川主任研究員がチュートリアル講演します Dr. Yoshikawa will give a tutorial at DEIM2022

DEIM2022, tutorial, ML, XAI, lecture
2021.12.12
Neural generators of sparse local linear models for achieving both accuracy and interpretability Neural generators of sparse local linear models for achieving both accuracy and interpretability

ML, neural networks, 深層学習, ディープラーニング, 説明可能, XAI, deep learning
2021.12.12
Gaussian Process Regression With Interpretable Sample-wise Feature Weights Gaussian Process Regression With Interpretable Sample-wise Feature Weights

ML, XAI, 説明可能, ガウス過程, Gaussian processes
2021.12.12
自己説明型機械学習 Self-Explaining Machine Learning

AI, XAI, 機械学習, ML