Notes on the Structural Modeling

前不久听了Vijay教授关于Structural Model的课程,受益匪浅。之后和学姐聊天时,聊到IS领域做Structural model的一帮教授们,我发现他们之中很多都有很强的统计学背景,有的教授的研究方向也正好和ML很相关,顿时很感兴趣。前几天,发现了Washinton Uni.的大牛Tan Yong教授组织的一个Workshop,感觉很有意思。于是想整理一下关于Structural model的一些资料。

THE STRUCTURAL MODELING AND MACHINE LEARNING APPLICATIONS FOR RESEARCH ON TECHNOLOGY WORKSHOP: 2017 Home Page

Chairs

Anindya Ghose - Stern School, NYU
Param Vir Singh - Tepper School, CMU
Yong Tan - Foster School, UW

Course & Instructors

Dynamic Structural Models

Yale-Hema Yoganarasimhan

Structural Demand Estimation Using Aggregate Data and Bayesian Learning Model

Yan Huang

Structural Estimation of Auctions

Julian Guo

Matching Models

Stephanie Lee

Hidden Markov Models

Vilma Todri

Variational probabilistic inference

Junming Yin

Decision-making under uncertainty and personalization

Yingfei Wang

Word Embedding

Panos

Other Resources

leedokyun|Deep Learning Resources
CMU Business Technology Group-Links

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