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ICCV
2011
IEEE
12 years 11 months ago
Decision Tree Fields
This paper introduces a new formulation for discrete image labeling tasks, the Decision Tree Field (DTF), that combines and generalizes random forests and conditional random fiel...
Sebastian Nowozin, Carsten Rother, Shai Bagon, Ban...
ECWEB
2011
Springer
233views ECommerce» more  ECWEB 2011»
12 years 10 months ago
Rating Elicitation Strategies for Collaborative Filtering
The accuracy of collaborative filtering recommender systems largely depends on two factors: the quality of the recommendation algorithm and the nature of the available item rating...
Mehdi Elahi, Valdemaras Repsys, Francesco Ricci
INFOCOM
2010
IEEE
13 years 9 months ago
Distributed Coordination with Deaf Neighbors: Efficient Medium Access for 60 GHz Mesh Networks
Multi-gigabit outdoor mesh networks operating in the unlicensed 60 GHz "millimeter (mm) wave" band, offer the possibility of a quickly deployable broadband extension of t...
Sumit Singh, Raghuraman Mudumbai, Upamanyu Madhow
KDD
2008
ACM
172views Data Mining» more  KDD 2008»
14 years 11 months ago
Structured metric learning for high dimensional problems
The success of popular algorithms such as k-means clustering or nearest neighbor searches depend on the assumption that the underlying distance functions reflect domain-specific n...
Jason V. Davis, Inderjit S. Dhillon
ISCA
2002
IEEE
105views Hardware» more  ISCA 2002»
14 years 3 months ago
Tarantula: A Vector Extension to the Alpha Architecture
Tarantula is an aggressive floating point machine targeted at technical, scientific and bioinformatics workloads, originally planned as a follow-on candidate to the EV8 processo...
Roger Espasa, Federico Ardanaz, Julio Gago, Roger ...