Difference between revisions of "Class Meeting for 10-710 11-29-2011"
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=== Learning on Graphs === | === Learning on Graphs === | ||
| − | * Slides - | + | * Slides from [http://brenocon.com/FrankLin_2011-11-29_Course_10-710_PIC.pdf Frank Lin - Power Iteration Clustering]. [http://brenocon.com/FrankLin_2011-11-29_Course_10-710_PIC.pdf (pdf)] [http://brenocon.com/FrankLin_2011-11-29_Course_10-710_PIC.pptx (pptx with builds)] |
| − | + | * Slides from [http://brenocon.com/NiLao_2011.lecture.SPLODD.pdf Ni Lao - Relation Learning with Path Constrained Random Walks] [http://brenocon.com/NiLao_2011.lecture.SPLODD.pdf (pdf)] | |
| − | + | === Readings === | |
| − | + | * Ni Lao, Tom Mitchell, William W. Cohen, Random Walk Inference and Learning in A Large Scale Knowledge Base. EMNLP, 2011 | |
| − | * | + | * Ni Lao, William W. Cohen, Relational retrieval using a combination of path-constrained random walks Machine Learning, 2010, Volume 81, Number 1, Pages 53-67 |
| + | |||
| + | * Ni Lao, William W. Cohen, Fast Query Execution for Retrieval Models based on Path Constrained Random Walks. KDD, 2010 | ||
| + | |||
| + | * Frank Lin and William W. Cohen, Power Iteration Clustering. ICML 2010, Haifa, Israel. | ||
| + | |||
| + | * Frank Lin and William W. Cohen, Semi-Supervised Classification of Network Data Using Very Few Labels. ASONAM 2010, Odense, Denmark. | ||
Latest revision as of 14:16, 2 December 2011
This is one of the class meetings on the schedule for the course Syllabus for Structured Prediction 10-210 in Fall 2011.
Guest lecture(s) by Frank Lin and Ni Lao.
Learning on Graphs
Readings
- Ni Lao, Tom Mitchell, William W. Cohen, Random Walk Inference and Learning in A Large Scale Knowledge Base. EMNLP, 2011
- Ni Lao, William W. Cohen, Relational retrieval using a combination of path-constrained random walks Machine Learning, 2010, Volume 81, Number 1, Pages 53-67
- Ni Lao, William W. Cohen, Fast Query Execution for Retrieval Models based on Path Constrained Random Walks. KDD, 2010
- Frank Lin and William W. Cohen, Power Iteration Clustering. ICML 2010, Haifa, Israel.
- Frank Lin and William W. Cohen, Semi-Supervised Classification of Network Data Using Very Few Labels. ASONAM 2010, Odense, Denmark.
