Archives for causal reasoning
Researchers at work find a way to enhance AI systems working through causal learning to overcome challenges.
The post Causal Representation Is Now Getting Its Due Importance In Machine Learning appeared first on Analytics India Magazine.
Researchers at work find a way to enhance AI systems working through causal learning to overcome challenges.
The post Causal Representation Is Now Getting Its Due Importance In Machine Learning appeared first on Analytics India Magazine.
Recently, Yoshua Bengio and researchers from the University of Montreal, the Max-Planck Institute for Intelligent Systems and Google Research demonstrated how causal representation learning contributes to the robustness and generalisation of machine learning models. The team reviewed the fundamental concepts of causal inference and related them to crucial open problems of machine learning, including transfer…
The post Yoshua Bengio & Why He Is Bullish About Causal Learning appeared first on Analytics India Magazine.
Judea Pearl has been a prominent figure, an ACM A.M. Turing Award Winner computer science’s highest honour, a person who made it possible to create a viable ecosystem for Artificial Intelligence to thrive. That what we are seeing today is the causal effect of the efforts that he led in the 1980s to allow machines…
The post Turing Award Winner Judea Pearl Believes To Build Truly Intelligent Machines, Researchers Should Teach Them Cause & Effect appeared first on Analytics India Magazine.