Explainable AI is getting more and more attention nowadays. Please, share the recent advancements in Explainable AI or Interpretable Machine Learning.
There is a good paper that reviews current methods and literature in XAI: Article Explainable Artificial Intelligence (XAI): Concepts, Taxonom...
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where do you want to apply (which field/area ) and this exactly the confusion, technology/algorithm is are there for to solve most problem, the question is very fundamental as matter of fact this is proven that linear aggression could solve 80% of it existed for almost three centuries, it not that i am not open for many, for NN you really a lot quality training data, FB , twitters are ok you have large data but it is like mess and proven that any use out side social "thing" you can go ake that EAI , but how worthy and NN are still theories at large
Have a look at Chapter Current Advances, Trends and Challenges of Machine Learning ...
https://arxiv.org/pdf/1910.10045.pdf
Article Explainable Artificial Intelligence (XAI): Concepts, Taxonom...
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