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那这对于解决当前机器学习缺少解释性的问题，又什么本质的改变了？这里列出Judea Pearl的八条回答： 首先是让机器做的假设以人类容易理解的方式（因果图）呈现出来，从而让模...

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65 one solace to wright,and one sign that he was on the right path,must have been his u...

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65 this was not just a matter of arithmetic,where there can be some sort of independent...

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63 Academia is full of savagery. 63 attesting to the redundancy or even meaninglessness...

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62 The diagram is the street map that tells us how to navigate over this bridge between...

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今天去六级监考，比较无聊ớ ₃ờ。踱步边想存不存在一个扁平化的方法筛选考生，这种筛选并不是分三六九等的目的，而是让每个人从此知道自己是个做什么。当前的高考我更倾向于将其视为一...

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57 Gilton和Pearson研究因果的过程，就像是因果性和相关性对抗的过程，有时候因果性起来了，但是后面一想感觉因果并没有什么用，甚至因果是相关性的一个子集。因果甚至带...

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52 The slope could never be greater than 1;if it were,the sons of tall fathers would be...

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49 Gilton在Gilton board 上发现球呈现正态分布，继而有中心极限定理的出现，judea把它称为19世纪科学发现的奇迹，后面Gilton更关心这种规律在人类智...

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48 any such random process-one that amounts to a sum of a large number of coin flips-wi...

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43 philosophers have tried to define causation in terms of probability,using the notion...

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42 Tht main lesson for a student of causality is that a causal model entails more than ...

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40 As all three examples show, we have to teach the computer how to selectively break t...

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37 one major contribution of Ai to the study of cognition has been the paradigm 'repres...

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37 one major contribution of Ai to the study of cognition has been the paradigm 'repres...

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32 'What if things had been different' allows us to learn from history and the experien...

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31 A sufficiently strong and accurate causal model can allow us to use rung-one data to...

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29 The first lung of the ladder calls for predictions based on passive observations. 30...

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23 God asked 'what',and they answered 'why'.God asked for the facts, and they replied w...