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IJCAI
2003
13 years 11 months ago
Combining Classification and Transduction for Value Prediction in Speculative Plan Execution
Speculative execution of information gathering plans can dramatically reduce the effect of source I/O latencies on overall performance. However, the utility of speculation is clos...
Greg Barish, Craig A. Knoblock
WSC
2004
13 years 11 months ago
Towards Adaptive Caching for Parallel and Discrete Event Simulation
We investigate factors that impact the effectiveness of caching to speed up discrete event simulation. Walsh and Sirer have shown that a variant of function caching (staged simula...
Abhishek Chugh, Maria Hybinette
AAAI
2000
13 years 11 months ago
A Unified Bias-Variance Decomposition for Zero-One and Squared Loss
The bias-variance decomposition is a very useful and widely-used tool for understanding machine-learning algorithms. It was originally developed for squared loss. In recent years,...
Pedro Domingos
AIIDE
2009
13 years 11 months ago
Investigating the Interplay between Camera Viewpoints, Game Information, and Challenge
Players perceive information about game environments through a virtual camera. While a significant discussion in the industry and in academic research circles has centered around ...
Arnav Jhala, Martin Schwartz, Hector Perez Martine...
DAWAK
2010
Springer
13 years 11 months ago
Using Transitivity to Increase the Accuracy of Sample-Based Pearson Correlation Coefficients
Abstract. Pearson product-moment correlation coefficients are a wellpracticed quantification of linear dependence seen across many fields. When calculating a sample-based correlati...
Taylor Phillips, Chris GauthierDickey, Ramki Thuri...