Search Results for author: Amit Mandelbaum

Found 4 papers, 1 papers with code

Distance-based Confidence Score for Neural Network Classifiers

no code implementations28 Sep 2017 Amit Mandelbaum, Daphna Weinshall

The reliable measurement of confidence in classifiers' predictions is very important for many applications and is, therefore, an important part of classifier design.

Novelty Detection

Every Untrue Label is Untrue in its Own Way: Controlling Error Type with the Log Bilinear Loss

1 code implementation20 Apr 2017 Yehezkel S. Resheff, Amit Mandelbaum, Daphna Weinshall

Deep learning has become the method of choice in many application domains of machine learning in recent years, especially for multi-class classification tasks.

Multi-class Classification

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