Technical Reports by Author
Theses by Author

2012 Series

CMU-ML-12-100
Integrating Representation Learning and Skill Learning in a Human-Like Intelligent Agent
Nan Li, Noboru Matsuda, William W. Cohen, Kenneth R. Koedinger
Abstract, .pdf

CMU-ML-12-101
Bootstrapping Biomedical Ontologies for Scientific Text using NELL
Dana Movshovitz-Attias, William W. Cohen
Abstract, .pdf

CMU-ML-12-102
Learning with Limited Supervision by Input and Output Coding
Yi Zhang, Ph.D. Thesis
Abstract, .pdf

CMU-ML-12-103
Data Mining Meets HCI: Making Sense of Large Graphs
Duen Horng (Polo) Chau, Ph.D. Thesis
Abstract, .pdf

CMU-ML-12-104
Artificial Selection Experiments for Association in Model Organisms
Suyash Shringarpure, Eric Xing
Abstract, .pdf

CMU-ML-12-105
Statistical Methods for Studying Genetic Variation in Populations
Suyash Shringarpure, Ph.D. Thesis
Abstract, .pdf

CMU-ML-12-106
Attribute Learning using Joint Human and Machine Computation
Edith L. M. Law, Ph.D. Thesis
Abstract, .pdf

CMU-ML-12-107
Part-of-Speech Tagging for Twitter: Word Clusters and Other Advances
Olutobi Owoputi, Brendan O'Connor, Chris Dyer, Kevin Gimpel, Nathan Schneider
Abstract, .pdf

CMU-ML-12-108
Spectral Approaches to Learning Predictive Representations
Byron Boots, Ph.D. Thesis
Abstract, .pdf

CMU-ML-12-109
Understanding the Interaction between Interests, Conversations and Friendships in Facebook
Qirong Ho, Rong Yan, Rajat Raina, Eric P. Xing
Abstract, .pdf

CMU-ML-12-110
Unavailable to Date

CMU-ML-12-111
Parallel and Distributed Systems for Probabilistic Reasoning
Joseph Gonzalez, Ph.D. Thesis
Abstract, .pdf

CMU-ML-12-112
Bounds on the Minimax Rate for Estimating a Prior over a VC Class from Independent Learning Tasks
Liu Yang, Steve Hanneke, Jaime Carbonell
Abstract, .pdf

CMU-ML-12-113
New Statistical Applications for Differential Privacy
Rob Hall, Ph.D. Thesis (Joint Machine Learning/Statistics)
Abstract, .pdf

2011 Series

CMU-ML-11-100
Unpublished

CMU-ML-11-101
Data Integration for Many Data Sources using Context-Sensitive Similarity Metrics
William W. Cohen, Natalie Glance, Charles Schafer, Roy Tromble, Yuk Wah Wong
Abstract, .pdf

CMU-ML-11-102
Beyond Keyword Search: Discovering Relevant Scientific Literature
Khalid El-Arini, Carlos Guestrin
Abstract, .pdf

CMU-ML-11-103
Target Sequence Clustering
Benjamin Shih, Ph.D. Thesis
Abstract, .pdf

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