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» Structured Sparsity in Structured Prediction
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AAAI
2010
15 years 7 months ago
Active Inference for Collective Classification
Labeling nodes in a network is an important problem that has seen a growing interest. A number of methods that exploit both local and relational information have been developed fo...
Mustafa Bilgic, Lise Getoor
NAACL
2007
15 years 7 months ago
Incremental Non-Projective Dependency Parsing
An open issue in data-driven dependency parsing is how to handle non-projective dependencies, which seem to be required by linguistically adequate representations, but which pose ...
Joakim Nivre
NIPS
2007
15 years 7 months ago
Inferring Elapsed Time from Stochastic Neural Processes
Many perceptual processes and neural computations, such as speech recognition, motor control and learning, depend on the ability to measure and mark the passage of time. However, ...
Misha Ahrens, Maneesh Sahani
BIOCOMP
2006
15 years 7 months ago
Study on Properties of Protein Folding Conformation Network
- Protein folding conformations take the form of networks, sets of conformations (vertices) joined together in pairs by links or edges. Protein folding conformation network is a co...
Nengchao Wang, Zhongjun Wang
UAI
2004
15 years 7 months ago
Blind Construction of Optimal Nonlinear Recursive Predictors for Discrete Sequences
We present a new method for nonlinear prediction of discrete random sequences under minimal structural assumptions. We give a mathematical construction for optimal predictors of s...
Cosma Rohilla Shalizi, Kristina Lisa Shalizi