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ML
2011
ACM
308views Machine Learning» more  ML 2011»
14 years 4 months ago
Relational information gain
Abstract. Type Extension Trees (TET) have been recently introduced as an expressive representation language allowing to encode complex combinatorial features of relational entities...
Marco Lippi, Manfred Jaeger, Paolo Frasconi, Andre...
70
Voted
DCC
2009
IEEE
15 years 11 months ago
Compressed Kernel Perceptrons
Kernel machines are a popular class of machine learning algorithms that achieve state of the art accuracies on many real-life classification problems. Kernel perceptrons are among...
Slobodan Vucetic, Vladimir Coric, Zhuang Wang
96
Voted
ATAL
2003
Springer
15 years 3 months ago
Behaviors that emerge from emotion and cognition: implementation and evaluation of a symbolic-connectionist architecture
This paper describes the implementation and evaluation of a framework for modeling emotions in complex, decision-making agents. Sponsored by U.S. Army Research Institute (ARI), th...
Amy E. Henninger, Randolph M. Jones, Eric Chown
92
Voted
ASPLOS
1998
ACM
15 years 2 months ago
Compiler-Controlled Memory
Optimizations aimed at reducing the impact of memory operations on execution speed have long concentrated on improving cache performance. These efforts achieve a reasonable level...
Keith D. Cooper, Timothy J. Harvey
103
Voted
SOFSEM
2000
Springer
15 years 1 months ago
Exhaustive Search, Combinatorial Optimization and Enumeration: Exploring the Potential of Raw Computing Power
For half a century since computers came into existence, the goal of finding elegant and efficient algorithms to solve "simple" (welldefined and well-structured) problems ...
Jürg Nievergelt