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SDM
2008
SIAM
165views Data Mining» more  SDM 2008»
15 years 6 months ago
On the Dangers of Cross-Validation. An Experimental Evaluation
Cross validation allows models to be tested using the full training set by means of repeated resampling; thus, maximizing the total number of points used for testing and potential...
R. Bharat Rao, Glenn Fung
ANLP
1994
109views more  ANLP 1994»
15 years 6 months ago
Symmetric Pattern Matching Analysis for English Coordinate Structures
The authors propose a model for analyzing English sentences including coordinate conjunctions such as "and","or","but" and the equivalent words. Synt...
Akitoshi Okumura, Kazunori Muraki
CORR
2010
Springer
174views Education» more  CORR 2010»
15 years 5 months ago
Gaussian Process Bandits for Tree Search
We motivate and analyse a new Tree Search algorithm, based on recent advances in the use of Gaussian Processes for bandit problems. We assume that the function to maximise on the ...
Louis Dorard, John Shawe-Taylor
CSL
2010
Springer
15 years 5 months ago
Improving supervised learning for meeting summarization using sampling and regression
Meeting summarization provides a concise and informative summary for the lengthy meetings and is an effective tool for efficient information access. In this paper, we focus on ext...
Shasha Xie, Yang Liu
JLP
2008
98views more  JLP 2008»
15 years 4 months ago
Comparing disjunctive modal transition systems with an one-selecting variant
models, used for specification, analysis and verification, usually describe sets of implementations by means of a refinement relation. In the branching time setting, implementatio...
Harald Fecher, Heiko Schmidt