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JMLR
2002
133views more  JMLR 2002»
13 years 5 months ago
Learning Precise Timing with LSTM Recurrent Networks
The temporal distance between events conveys information essential for numerous sequential tasks such as motor control and rhythm detection. While Hidden Markov Models tend to ign...
Felix A. Gers, Nicol N. Schraudolph, Jürgen S...
IISWC
2008
IEEE
13 years 12 months ago
Accelerating multi-core processor design space evaluation using automatic multi-threaded workload synthesis
The design and evaluation of microprocessor architectures is a difficult and time-consuming task. Although small, handcoded microbenchmarks can be used to accelerate performance e...
Clay Hughes, Tao Li
AIPS
2003
13 years 6 months ago
Recommendation as a Stochastic Sequential Decision Problem
Recommender systems — systems that suggest to users in e-commerce sites items that might interest them — adopt a static view of the recommendation process and treat it as a pr...
Ronen I. Brafman, David Heckerman, Guy Shani
CVPR
2009
IEEE
1234views Computer Vision» more  CVPR 2009»
15 years 11 days ago
Robustifying Eye Center Localization by Head Pose Cues
Head pose and eye location estimation are two closely related issues which refer to similar application areas. In recent years, these problems have been studied individually in ...
Roberto Valenti, Theo Gevers, Zeynep Yücel