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Online passive-aggressive algorithms
Koby Crammer
*
, Ofer Dekel
, Joseph Keshet
,
Shai Shalev-Shwartz
, Yoram Singer
*
Corresponding author for this work
The Rachel and Selim Benin School of Engineering and Computer Science
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1659
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Keyphrases
Constrained Optimization Problem
100%
Decision Problems
100%
Unified View
100%
Analytical Solution
100%
Sequence Prediction
100%
Online Learning Algorithm
100%
Algorithm Analysis
100%
Problem-based
100%
Multi-class Classification
100%
Binary Classification
100%
Passive Aggressive Algorithm
100%
Loss Bounds
100%
Small Loss
100%
Prediction Task
100%
Cumulative Loss
100%
Computer Science
Optimization Problem
100%
Learning Algorithm
100%
Decision Problem
100%
Constrained Optimization
100%
Real Data Sets
100%
Electronic Learning
100%
Mathematics
Worst Case
100%
Real Data
100%
Synthetic Data
100%
Constrained Optimization Problem
100%
Algorithm Analysis
100%