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» Extensions of the Informative Vector Machine
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123
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ICMLA
2009
14 years 11 months ago
Structured Prediction with Relative Margin
In structured prediction problems, outputs are not confined to binary labels; they are often complex objects such as sequences, trees, or alignments. Support Vector Machine (SVM) ...
Pannagadatta K. Shivaswamy, Tony Jebara
146
Voted
ICMCS
2008
IEEE
206views Multimedia» more  ICMCS 2008»
15 years 8 months ago
Redundant motion vectors for improved error resilience in H.264/AVC coded video
This proposal presents a new error robust strategy for encoding redundant pictures for the H.264/AVC standard. The method is based on providing motion vectors as redundant data, i...
Maheshi B. Dissanayake, Chaminda T. E. R. Hewage, ...
INFOCOM
2008
IEEE
15 years 8 months ago
Area Avoidance Routing in Distance-Vector Networks
Network routing may be required, under certain applications, to avoid certain areas (or nodes) These areas can be of potential security threat, possess poor quality or have other ...
Haim Zlatokrilov, Hanoch Levy
171
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KDD
2012
ACM
205views Data Mining» more  KDD 2012»
13 years 4 months ago
Rank-loss support instance machines for MIML instance annotation
Multi-instance multi-label learning (MIML) is a framework for supervised classification where the objects to be classified are bags of instances associated with multiple labels....
Forrest Briggs, Xiaoli Z. Fern, Raviv Raich
ICCS
2005
Springer
15 years 7 months ago
Bulk Synchronous Parallel ML: Modular Implementation and Performance Prediction
Abstract. BSML is a library for parallel programming with the functional language Objective Caml. It is based on an extension of the λcalculus by parallel operations on a parallel...
Frédéric Loulergue, Fréd&eacu...