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ICML
2009
IEEE
14 years 11 months ago
Optimal reverse prediction: a unified perspective on supervised, unsupervised and semi-supervised learning
Training principles for unsupervised learning are often derived from motivations that appear to be independent of supervised learning. In this paper we present a simple unificatio...
Linli Xu, Martha White, Dale Schuurmans
ICPR
2010
IEEE
14 years 5 months ago
Semi-Supervised Distance Metric Learning by Quadratic Programming
This paper introduces a semi-supervised distance metric learning algorithm which uses pair-wise equivalence (similarity and dissimilarity) constraints to improve the original dist...
Hakan Cevikalp
DATE
2009
IEEE
135views Hardware» more  DATE 2009»
14 years 5 months ago
Heterogeneous coarse-grained processing elements: A template architecture for embedded processing acceleration
Reconfigurable Architectures are good candidates for application accelerators that cannot be set in stone at production time. FPGAs however, often suffer from the area and perfor...
Giovanni Ansaloni, Paolo Bonzini, Laura Pozzi
CCGRID
2007
IEEE
14 years 5 months ago
Assessing the Quality of Automatically Built Network Representations
Abstract— In order to efficiently use Grid resources, users or middlewares must use some network information, and in particular some knowledge of the platform network. As such kn...
Lionel Eyraud-Dubois, Martin Quinson
DATE
2007
IEEE
99views Hardware» more  DATE 2007»
14 years 5 months ago
Very wide register: an asymmetric register file organization for low power embedded processors
In current embedded systems processors, multi-ported register files are one of the most power hungry parts of the processor, even when they are clustered. This paper presents a n...
Praveen Raghavan, Andy Lambrechts, Murali Jayapala...