XAI | STAIR: Software Technology and Artificial Intelligence Research Laboratory

tag: XAI

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

XAI, ML, IBISML
2022.02.28
吉川主任研究員がDEIM2022でチュートリアル講演を行いました Dr. Yoshikawa gave a tutorial talk at DEIM2022

lecture, 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, lecture, XAI, ML, tutorial
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

説明可能, 深層学習, neural networks, ディープラーニング, ML, deep learning, XAI
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