Technical Reports by Author
Theses by Author

2008 Series

CMU-ML-08-100
Robust Submodular Observation Selection
Andreas Krause, H. Brendan McMahan, Carlos Guestrin, Anupam Gupta
Abstract, .pdf

CMU-ML-08-101
A Constraint Generation Approach to Learning Stable Linear Dynamical Systems
Sajid M. Siddiqi, Byron Boots, Geoffrey J. Gordon
Abstract, .pdf

CMU-ML-08-102
No-Regret Learning and a Mechanism for Distributed Multiagent Planning
Jan-P. Calliess, Geoffrey J. Gordon
Abstract, .pdf

CMU-ML-08-103
Fast Counting of Triangles in Real-World Networks: Proofs, Algorithms and Observations
Charalampos E.Tsourakakis
Abstract, .pdf

CMU-ML-08-104
Maximum Entropy Discrimination Markov Networks
Jun Zhu, Eric Xing, Bo Zhang
Abstract, .pdf

CMU-ML-08-105
mStruct: Inference of Population Structure in Light of both Genetic Admixing and Allele Mutations
Suyash Shringarpure, Eric P. Xing
Abstract, .pdf

CMU-ML-08-106
Nonextensive Entropic Kernels
Andrew F.T. Martins, Mario A.T. Figueiredo, Pedro M.Q. Aguiar, Noah A. Smith, Eric P. Xing
Abstract, .pdf

CMU-ML-08-107
Data Analysis Project: Leveraging Massive Textual Corpora Using n-Gram Statistics
Andrew Carlson, Tom M. Mitchell, Ian Fette
Abstract, .pdf

CMU-ML-08-108
Inference for Distributions over the Permutation Group
Jonathan Huang, Carlos Guestrin, Leonidas Guibas
Abstract, .pdf

CMU-ML-08-109
Relational Learning via Collective Matrix Factorization
Ajit P. Singh, Geoffrey J. Gordon
Abstract, .pdf

CMU-ML-08-110
Computational Methods for Analyzing and Modeling Gene Regulation Dynamics
Jason Ernst, Ph.D. Thesis
Abstract, .pdf

CMU-ML-08-111
Dynamics of Large Networks
Jurij Leskovec, Ph.D. Thesis
Abstract, .pdf

CMU-ML-08-112
On Fixed Convex Combinations of No-Regret Learners
Jan-P. Calliess
Abstract, .pdf

CMU-ML-08-113
Multivariate Regression Approach to Association Analysis of Quantitative Trait Network
Seyoung Kim, Kyung-Ah Sohn, Eric P. Xing
Abstract, .pdf

CMU-ML-08-114
Simultaneous Placement and Scheduling of Sensors
Andreas Krause, Ram Rajagopal, Anupam Gupta, Carlos Guestrin
Abstract, .pdf

CMU-ML-08-115
Unavilable to Date

CMU-ML-08-116
ShatterPlots: Fast Tool for Mining Large Graphs
Ana Paula Appel, Deepayan Chakrabarti, Christos Faloutsos, Ravi Kumar, Jure Leskovec, Andrew Tomkins
Abstract, .pdf

CMU-ML-08-117
HADI: Fast Diameter Estimation and Mining in Massive Graphs with Hadoop
U King, Charalampos Tsourakakis, Ana Paula Appel, Christos Faloutsos, Jure Leskovec
Abstract, .pdf

CMU-ML-08-118
Time-Varying Networks: Recovering Temporally Rewiring Genetic Networks During the Life Cycle of Drosophila melanogaster
Amr Ahmed, Le Song, Eric P. Xing
Abstract, .pdf

CMU-ML-08-119
Learning Time-Varying Graphs using Temporally Smoothed L₁-Regularized Logistic Regression
Amr Ahmed, Eric P. Xing
Abstract, .pdf

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