Dan Sheldon
About Me
I am a Ph.D. candidate in the Department of Computer Science at Cornell University. My research centers around machine learning, data mining and networks. My latest interest is machine learning and applications in ecology. My advisor is Professor John Hopcroft.
Research
Machine Learning
Graphical Multi-Task Learning and Kernel Design
Daniel Sheldon
In preparation, 2008
Daniel Sheldon
In preparation, 2008
Collective Inference on Markov Models for Modeling Bird Migration
Daniel R. Sheldon, M.A. Saleh Elmohamed, Dexter Kozen
Neural Information Processing Systems (NIPS), 2007
[pdf] [spotlight] [poster]
Daniel R. Sheldon, M.A. Saleh Elmohamed, Dexter Kozen
Neural Information Processing Systems (NIPS), 2007
[pdf] [spotlight] [poster]
Web Spam and Link Analysis
Manipulation-Resistant Reputations Using Hitting Time
John Hopcroft, Daniel Sheldon
Workshop and Algorithms and Models for the Web Graph (WAW), 2007
(Journal version to appear in Internet Mathematics; also presnted at NIPS 2007 Workshop on Machine Learning for Web Search)
[pdf] [journal version]
John Hopcroft, Daniel Sheldon
Workshop and Algorithms and Models for the Web Graph (WAW), 2007
(Journal version to appear in Internet Mathematics; also presnted at NIPS 2007 Workshop on Machine Learning for Web Search)
[pdf] [journal version]