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109
Voted
ISCA
2003
IEEE
123views Hardware» more  ISCA 2003»
15 years 9 months ago
Detecting Global Stride Locality in Value Streams
Value prediction exploits localities in value streams. Previous research focused on exploiting two types of value localities, computational and context-based, in the local value h...
Huiyang Zhou, Jill Flanagan, Thomas M. Conte
COSIT
2001
Springer
142views GIS» more  COSIT 2001»
15 years 8 months ago
The Utility of Global Representations in a Cognitive Map
In this paper we propose the use of small global memory for a viewer’s immediate surroundings to assist in recognising places that have been visited previously. We call this glob...
Margaret E. Jefferies, Wai K. Yeap
116
Voted
MP
2006
134views more  MP 2006»
15 years 3 months ago
Cubic regularization of Newton method and its global performance
In this paper, we provide theoretical analysis for a cubic regularization of Newton method as applied to unconstrained minimization problem. For this scheme, we prove general local...
Yurii Nesterov, Boris T. Polyak
129
Voted
PRL
1998
87views more  PRL 1998»
15 years 3 months ago
Global and local neural network ensembles
Surprisingly simple local learning algorithms are known to outperform many other global non-linear machines. Unfortunately, these algorithms are computationally costly. A means of...
A. Sierra, Carlos Santa Cruz
160
Voted
ECCV
1998
Springer
16 years 5 months ago
A Probabilistic Approach to Object Recognition Using Local Photometry and Global Geometry
Many object classes, including human faces, can be modeled as a set of characteristic parts arranged in a variable spatial con guration. We introduce a simpli ed model of a deforma...
Michael C. Burl, Markus Weber, Pietro Perona