Artificial Intelligence: “Winters” and “Booms”- what we got and what we miss!

讲座名称: Artificial Intelligence: “Winters” and “Booms”- what we got and what we miss!
讲座时间 2019-10-08
讲座地点 创新港巨构2-6001
讲座人 Nikhil R Pal
讲座内容

报告题目:Artificial Intelligence: “Winters” and “Booms”- what we got and what we miss!
报告时间:2019年10月8日上午8点10分
报告地点:创新港巨构2-6001
报告人: Nikhil R Pal
报告摘要:
In this talk I shall briefly go through the history of evolution of AI – how it has sailed through “AI Winters” and “AI Booms” and has come to the present state.  In the recent past there have been several success stories of AI systems, often beating human performance and this has caused our expectation from AI to skyrocket.  In many cases, neural networks, in particular deep neural networks, are the main pillars of such systems. But are these systems comprehensible and/or biologically plausible? In most cases, they are not! In my view, comprehensibility of a system depends, at least, on the following: simplicity, transparency, explainability, trustworthiness, and the biological plausibility of such systems.  Ideally, we should strive for realizing all these attributes in any AI system, but this is very difficult. So I shall follow an easier path to describe how some these attributes may be realized separately. I shall illustrate each case with some examples.

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