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COLT
2010
Springer
15 years 1 months ago
Following the Flattened Leader
We analyze the regret, measured in terms of log loss, of the maximum likelihood (ML) sequential prediction strategy. This "follow the leader" strategy also defines one o...
Wojciech Kotlowski, Peter Grünwald, Steven de...
ACL
1997
15 years 4 months ago
Predicting the Semantic Orientation of Adjectives
We identify and validate from a large corpus constraints from conjunctions on the positive or negative semantic orientation of the conjoined adjectives. A log-linear regression mo...
Vasileios Hatzivassiloglou, Kathleen McKeown
CSDA
2006
304views more  CSDA 2006»
15 years 3 months ago
Using principal components for estimating logistic regression with high-dimensional multicollinear data
The logistic regression model is used to predict a binary response variable in terms of a set of explicative ones. The estimation of the model parameters is not too accurate and t...
Ana M. Aguilera, Manuel Escabias, Mariano J. Valde...
130
Voted
GECCO
2006
Springer
214views Optimization» more  GECCO 2006»
15 years 7 months ago
A new discrete particle swarm algorithm applied to attribute selection in a bioinformatics data set
Many data mining applications involve the task of building a model for predictive classification. The goal of such a model is to classify examples (records or data instances) into...
Elon S. Correa, Alex Alves Freitas, Colin G. Johns...
127
Voted
ICCD
2003
IEEE
115views Hardware» more  ICCD 2003»
16 years 10 days ago
Reducing Compilation Time Overhead in Compiled Simulators
Compiled simulation is a well known technique for improving the performance of instruction set simulators at the cost of compilation time. However the compilation time overhead ma...
Mehrdad Reshadi, Nikil D. Dutt