Probabilistic Graphical Models
10708, Spring 2014Eric Xing School of Computer Science, Carnegie Mellon University 
Lecture Schedule
Lectures are held on Mondays and Wednesdays from 4:305:50 pm in GHC 4307.All of the lecture videos can be found here.
Date  Lecture  Scribes  Readings  Videos  

Monday, Jan 13 
Lecture 1 (Eric)  Slides

None 
Required (no reading summary due):

Video  
Module 1: Representation  
Wednesday, Jan 15 
Lecture 2 (Eric)  Slides

Calvin McCarter, Daniel Ribeiro Silva (Scribe Notes) 
Required:

Video  
Wednesday, Jan 22 
Lecture 3 (Eric)  Slides

Kirstin Early, Nicole Rafidi (Scribe Notes) 
Required: None Optional:

Video  
Module 2: Exact Inference  
Monday, Jan 27 
Lecture 4 (Eric)  Slides

Pradeep Dasigi, Soumya Batra, Manzil Zaheer (Scribe Notes) 
Required:

Video  
Wednesday, Jan 29 
Lecture 5 (Eric)  Slides

Zhe Zhang, Alex Loewi (Scribe Notes) 
Required:

Video  
Module 3: Learning  
Monday, Feb 3 
Lecture 6 (Eric)  Slides

Alnur Ali, Yipei Wang (Scribe Notes) 
Required:

Video  
Wednesday, Feb 5 
Lecture 7 (Eric)  Slides

Diyi Yang, Zichao Yang (Scribe Notes) 
Required:

Video  
Monday, Feb 10 
Lecture 8 (Eric)  Slides

Li Zhou, Meng Song (Scribe Notes) 
Required:

Video  
Wednesday, Feb 12 
Lecture 9 (Eric)  Slides

Rohan Ramanath, Rahul Goutam (Scribe Notes) 
Required:

Video  
Module 4: Popular Graphical Models  
Monday, Feb 17 
Lecture 10 (Eric)  Slides

Zhiding Yu, Shanghang Zhang (Scribe Notes) 
Required:

Video  
Wednesday, Feb 19 
Lecture 11 (Eric)  Slides

Swabha Swayamdipta, Dallas Card (Scribe Notes) 
Required:

Video  
Friday, Feb 21 
Lecture 12 (Eric)  Slides

Qin Gao, Siheng Chen (Scribe Notes) 
Required:

Video  
Module 5: Approximate Inference  
Monday, Feb 24 
Lecture 13 (Eric)  Slides

Rajarshi Das, Zhengzhong Liu, Dishan Gupta (Scribe Notes) 
Required: None Optional:

Video  
Monday, Mar 3 
Lecture 14 (Eric)  Slides

Amos Ng, YuHsin Kuo (Scribe Notes) 
Required:

Video  
Wednesday, Mar 5 
Lecture 15 (Eric)  Slides

Jingwei Shen, Jiwei Li (Scribe Notes) 
Required:

Video  
Monday, Mar 10 
No Lecture due to CMU spring break.  
Wednesday, Mar 12 
No Lecture due to CMU spring break.  
Monday, Mar 17 
Lecture 16 (Eric)  Slides

Calvin Murdock, Veeru Sadhanala, Luis Tandalla (Scribe Notes) 
Required:
 Video  
Friday, Mar 21 
Lecture 17 (Eric)  Slides

Karanhaar Singh, Dan Schwartz, Felipe Hernandez (Scribe Notes) 
Required:

Video  
Monday, Mar 24 
Lecture 18 (Eric)  Slides

Jessica Chemali, Seungwhan Moon (Scribe Notes) 
Required:

Video  
Module 6: Nonparametric Bayesian Models  
Wednesday, Mar 26 
Lecture 19 (Eric)  Slides

Carl Malings, Jingkun Gao (Scribe Notes) 
Required:

Video  
Monday, Mar 31 
Lecture 20 (Eric)  Slides
 Lavanya Viswanathan, Manaal Faruqui (Scribe Notes) 
Required:

Video  
Wednesday, Apr 2 
Lecture 21 (Eric)  Slides
 Jesse Dodge, Nijith Jacob (Scribe Notes) 
Required:

Video  
Module 7: Spectral Methods for Graphical Models  
Monday, Apr 7 
Lecture 22 (Eric)  Slides
 Sujay Kumar Jauhar, Zhiguang Huo (Scribe Notes) 
Required:

Video  
Wednesday, Apr 9 
Lecture 23 (Eric)  Slides
 Xiang Li, Ran Chen (Scribe Notes) 
Required:

Video  
Monday, Apr 14 
Lecture 24 (Eric)  Slides
 Yuan Xie, Yulong Pei, Junier Oliva (Scribe Notes) 
Required:

Video  
Module 8: Structured Sparsity  
Wednesday, Apr 16 
Lecture 25 (Eric)  Slides
 Alok Kothari, Haoyu Wang (Scribe Notes) 
Required:

Video  
Monday, Apr 21 
Lecture 26 (Eric)  Slides
 Ruikun Luo, Hao Zhang (Scribe Notes) 
Required:

Video  
Module 9: Scalable Algorithms for Graphical Models  
Wednesday, Apr 23 
Lecture 27 (Qirong, Avi)  Slides
 Pengtao Xie, Khoa Luu (Scribe Notes) 
Required:

Video  
Module 10: Posterior Regularization and MaxMargin Graphical Models  
Monday, Apr 28 
Lecture 28 (Eric)  Slides
 T. H. Ngan Le, Felipe Hernandez (Scribe Notes) 
Required:

Video  
Wednesday, Apr 30 
Lecture 29 (Eric)  Slides
 Felix Juefei Xu, Abhishek Chugh (Scribe Notes) 
Required:

Video 
© 2009 Eric Xing @ School of Computer Science, Carnegie Mellon University
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