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?4 min read·May 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…4 min read·May 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…3 min read·May 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…4 min read·May 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…3 min read·May 4, 2022----