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Multiclass learnability and the ERM principle
Amit Daniely
,
Sivan Sabato
, Shai Ben-David
, Shai Shalev-Shwartz
Research output
:
Contribution to journal
›
Article
›
peer-review
70
Scopus citations
Overview
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Keyphrases
Sample Complexity
100%
Learnability
100%
Multi-class
100%
ERM Principle
100%
Tight Bounds
33%
Learning Settings
33%
Learning Complexity
33%
Online Environment
33%
Binary Classification
33%
Empirical Risk Minimization
33%
Bandits
33%
Littlestone Dimension
33%
One-class Learning
33%
Regret Bounds
33%
Mistake Bound
33%
Multi-class Prediction
33%
Mathematics
Permutation
100%
Binary Classification
100%
Sharp Contrast
100%