Researchers at IIT Hyderabad have developed a method that can help machines explain their output using Artificial Intelligence. This work has been performed by Dr. Vineeth N Balasubramanian, Head of Department of Artificial Intelligence, and his students Aditya Chattopadhyay, Piyushi Manupriya, and Anirban Sarkar. Their work has been published in the Proceedings of 36th International Conference on Machine Learning. They proposed a new method to compute the Average Causal Effect of an input neuron on an output neuron in a deep neural network.
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