Danzhe ChenAttempts to increase interpretability of deep learning medical diagosisIs this possible for us to preserve the high accuracy of deep learning while increasing the interpretability?May 6, 2022May 6, 2022
Danzhe ChenCorrelation vs. Causality. Why causal inference might be helpful to ML models?It seems that we as humans always use a causal perspective to think about the world. We believe that our behaviors will change the process…May 6, 2022May 6, 2022
Danzhe ChenWhat are we talking about when we say AI interpretability?Before introducing how causal inference might help achieve explainable AI with transparency, I would like to spend a little time discussing…May 6, 2022May 6, 2022
Danzhe ChenAI black-box vs. Human black-box, why is it significant to make AI explainable?In the last post, I try to disclose why AI is considered a black box. However, if we reflect on the mechanism of AI, AI neural network is…May 5, 2022May 5, 2022
Danzhe ChenWhy is AI considered as a “black box”?In Her, the 2013 science fiction movie portraying the love between a human and an AI, the behaviors of AI can be explainable. As a result…May 4, 2022May 4, 2022