What’s Next In Machine Learning?

What are good research topics in machine learning in 2016? originally appeared on Quora – the knowledge sharing network where compelling questions are answered by people with unique insights. Answer by Carlos Guestrin, Amazon Professor of Machine Learning in Computer Science & CEO of Dato, Inc., on Quora. I strongly believe we’ve only scratched the surface of what’s possible with machine learning… so there is no shortage of good research topics. Here are four I think are particularly important today (and I’m only working on two of them): Explaining the predictions made by machine learning model: To be able to truly trust an ML model, we need to evaluate it quantitatively and gain a qualitative understanding of why they work. A breakthrough in this topic is going rapidly accelerate the rate…


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