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COLT
2010
Springer
15 years 5 months ago
Adaptive Subgradient Methods for Online Learning and Stochastic Optimization
We present a new family of subgradient methods that dynamically incorporate knowledge of the geometry of the data observed in earlier iterations to perform more informative gradie...
John Duchi, Elad Hazan, Yoram Singer
FPL
2010
Springer
155views Hardware» more  FPL 2010»
15 years 5 months ago
Design and Implementation of Real-Time Transactional Memory
Transactional memory is a promising, optimistic synchronization mechanism for chip-multiprocessor systems. The simplicity of atomic sections, instead of using explicit locks, is al...
Martin Schoeberl, Peter Hilber
ICDM
2010
IEEE
148views Data Mining» more  ICDM 2010»
15 years 5 months ago
Comparing Vessel Trajectories Using Geographical Domain Knowledge and Alignments
Abstract--This paper presents a similarity measure that combines low-level trajectory information with geographical domain knowledge to compare vessel trajectories. The similarity ...
Gerben de Vries, Willem Robert van Hage, Maarten v...
IEAAIE
2010
Springer
15 years 5 months ago
The Combination of a Causal and Emotional Learning Mechanism for an Improved Cognitive Tutoring Agent
This paper describes a Conscious Tutoring System (CTS) capable of dynamic fine-tuned assistance to users. We put forth the combination of a Causal Learning and Emotional learning m...
Usef Faghihi, Philippe Fournier-Viger, Roger Nkamb...
NAACL
2010
15 years 5 months ago
Contextual Information Improves OOV Detection in Speech
Out-of-vocabulary (OOV) words represent an important source of error in large vocabulary continuous speech recognition (LVCSR) systems. These words cause recognition failures, whi...
Carolina Parada, Mark Dredze, Denis Filimonov, Fre...
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