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» On Learning Limiting Programs
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184
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ICSE
2009
IEEE-ACM
15 years 4 months ago
SmartTutor: Creating IDE-based interactive tutorials via editable replay
Interactive tutorials, like Eclipse's cheat sheets, are good for novice programmers to learn how to perform tasks (e.g., checking out a CVS project) in an Integrated Developm...
Ying Zhang, Gang Huang, Nuyun Zhang, Hong Mei
AMC
2011
14 years 10 months ago
Large correlation analysis
:In this paper, a novel supervised dimensionality reduction method is developed based on both the correlation analysis and the idea of large margin learning. The method aims to m...
Xiaohong Chen, Songcan Chen, Hui Xue
JMLR
2012
13 years 9 months ago
Generic Methods for Optimization-Based Modeling
“Energy” models for continuous domains can be applied to many problems, but often suffer from high computational expense in training, due to the need to repeatedly minimize t...
Justin Domke
195
Voted
JMLR
2012
13 years 9 months ago
SpeedBoost: Anytime Prediction with Uniform Near-Optimality
We present SpeedBoost, a natural extension of functional gradient descent, for learning anytime predictors, which automatically trade computation time for predictive accuracy by s...
Alexander Grubb, Drew Bagnell
230
Voted
JMLR
2012
13 years 9 months ago
Sparse Additive Machine
We develop a high dimensional nonparametric classification method named sparse additive machine (SAM), which can be viewed as a functional version of support vector machine (SVM)...
Tuo Zhao, Han Liu