文件名称:贝叶斯网络之父:Judea Pearl论文集2
文件大小:8.98MB
文件格式:ZIP
更新时间:2021-11-03 06:01:44
Judea Pearl 贝叶斯网络 人工智能 机器学习
Judea Pearl是一名美国计算机科学家和哲学家,以倡导人工智能的概率方法和贝叶斯网络的发展而闻名。他还因为建立了基于结构模型的因果和反事实推理的理论。他是ACM 图灵奖的2011年度获奖者,这是计算机科学中的最高荣誉,“通过发展概率和因果推理的微积分对人工智能做出了重大贡献”。
【文件预览】:
Judea Pearl论文集2
----Time- frequency- sequency- and their uncertainty relations -Corresp.-.pdf(730KB)
----Waish Processing of Random Signals.pdf(690KB)
----Some Recent Results in Heuristic Search Theory.pdf(3.52MB)
----Transportability of Causal and Statistical Relations A Formal Approach.pdf(234KB)
----Studies in Semi-Admissible Heuristics.pdf(2.14MB)
----Theoretical bounds on the complexity of inexact computations.pdf(1.05MB)
----Storage space versus validity of answers in probabilistic question-answering systems.pdf(1.09MB)
----The effect of crossed fields on the velocity distribution of hollow electron beams.pdf(804KB)