Technical Reports by Author
Theses by Author

2010 Series

CMU-ML-10-100
Fast Nearest-neighbor Search in Disk-resident Graphs
Purnamrita Sarkar, Andrew W. Moore
Abstract, .pdf

CMU-ML-10-101
The CMU 2008 Political Blog Corpus
Jacob Eisenstein, Eric Xing
Abstract, .pdf

CMU-ML-10-102
Graph Walks and Graphical Models
William W. Cohen
Abstract, .pdf

CMU-ML-10-103
Active Learning for Fast Drug Discovery
Anqi Cui, Jeff Schneider
Abstract, .pdf

CMU-ML-10-104
Coupled Semi-Supervised Learning
Andrew Carlson, Ph.D. Thesis
Abstract, .pdf

CMU-ML-10-105
The Sample Complexity of Self-Verifying Bayesian Active Learning
Liu Yang, Steve Hanneke, Jaime Carbonell
Abstract, .pdf

CMU-ML-10-106
Rare Category Analysis
Jingrui He, Ph.D. Thesis
Abstract, .pdf

CMU-ML-10-107
Tractable Algorithms for Proximity Search on Large Graphs
Purnamrita Sarkar, Ph.D. Thesis
Abstract, .pdf

CMU-ML-10-108
Robust Sensor Placements at Informative and Communication-efficient Locations
Andreas Krause, Carlos Guestrin, Anupam Gupta, Jon Kleinberg
Abstract, .pdf

CMU-ML-10-109
Learning Structured Classifiers with Dual Coordinate Ascent
Andre E.T. martins, Kevin Gimpel, Noah A. Smith, Eric P. Xing, Mario A.T. Figueriedo, Pedro M.Q. Aguiar
Abstract, .pdf

CMU-ML-10-110
Modeling Purposeful Adaptive Behavior with the Principle of Maximum Causal Entropy
Brian D. Ziebart, Ph.D. Thesis
Abstract, .pdf

CMU-ML-10-111
Structural Analysis of Large Networks: Observations and Applications
Mary McGlohon, Ph.D. Thesis
Abstract, .pdf

CMU-ML-10-112
Nonparametric Learning in High Dimensions
Han Liu, Ph.D. Thesis
Abstract, .pdf

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