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SDM
2009
SIAM
119views Data Mining» more  SDM 2009»
14 years 4 months ago
Twin Vector Machines for Online Learning on a Budget.
This paper proposes Twin Vector Machine (TVM), a constant space and sublinear time Support Vector Machine (SVM) algorithm for online learning. TVM achieves its favorable scaling b...
Zhuang Wang, Slobodan Vucetic
SASP
2008
IEEE
183views Hardware» more  SASP 2008»
14 years 1 months ago
Application Acceleration with the Explicitly Parallel Operations System - the EPOS Processor
Different approaches have been proposed over the years for automatically transforming High-Level-Languages (HLL) descriptions of applications into custom hardware implementations. ...
Alexandros Papakonstantinou, Deming Chen, Wen-mei ...
KBSE
2005
IEEE
14 years 1 months ago
Automated replay and failure detection for web applications
User-session-based testing of web applications gathers user sessions to create and continually update test suites based on real user input in the field. To support this approach ...
Sara Sprenkle, Emily Gibson, Sreedevi Sampath, Lor...
LCPC
2005
Springer
14 years 1 months ago
Analytic Models and Empirical Search: A Hybrid Approach to Code Optimization
Compilers employ system models, sometimes implicitly, to make code optimization decisions. These models are analytic; they reflect their implementor’s understanding and beliefs ...
Arkady Epshteyn, María Jesús Garzar&...
ECCV
2010
Springer
13 years 11 months ago
Recursive Coarse-to-Fine Localization for fast Object Detection
Cascading techniques are commonly used to speed-up the scan of an image for object detection. However, cascades of detectors are slow to train due to the high number of detectors a...
Marco Pedersoli, Jordi Gonzàlez, Andrew D. Bagdan...