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APCSAC
2001
IEEE
13 years 11 months ago
Stacking them up: a Comparison of Virtual Machines
A popular trend in current software technology is to gain program portability by compiling programs to an inte form based on an abstract machine definition. Such approaches date b...
K. John Gough
ML
2011
ACM
179views Machine Learning» more  ML 2011»
13 years 2 months ago
Neural networks for relational learning: an experimental comparison
In the last decade, connectionist models have been proposed that can process structured information directly. These methods, which are based on the use of graphs for the representa...
Werner Uwents, Gabriele Monfardini, Hendrik Blocke...
ISCA
1996
IEEE
99views Hardware» more  ISCA 1996»
14 years 1 hour ago
Performance Comparison of ILP Machines with Cycle Time Evaluation
Many studies have investigated performance improvement through exploiting instruction-level parallelism (ILP) with a particular architecture. Unfortunately, these studies indicate...
Tetsuya Hara, Hideki Ando, Chikako Nakanishi, Masa...
MCS
2004
Springer
14 years 1 months ago
An Empirical Comparison of Hierarchical vs. Two-Level Approaches to Multiclass Problems
The ECOC framework provides a powerful and popular method for solving multiclass problems using a multitude of binary classifiers. We had recently introduced the Binary Hierarchica...
Suju Rajan, Joydeep Ghosh
ECAI
2000
Springer
13 years 11 months ago
Learning Efficiently with Neural Networks: A Theoretical Comparison between Structured and Flat Representations
Abstract. We are interested in the relationship between learning efficiency and representation in the case of supervised neural networks for pattern classification trained by conti...
Marco Gori, Paolo Frasconi, Alessandro Sperduti