Learning a Metric Embedding for Face Recognition using the Multibatch Method

Oren Tadmor, Tal Rosenwein, Shai Shalev-Shwartz, Yonatan Wexler, Amnon Shashua

Nov-21-2025, 10:12:26 GMT–Neural Information Processing Systems

We first show that the estimate is unbiased. Next, we turn to analyze the variance of the multibatch estimate.

artificial intelligence, metric embedding, multibatch method, (8 more...)

Neural Information Processing Systems

Nov-21-2025, 10:12:26 GMT

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Technology:
- Information Technology > Artificial Intelligence > Vision > Face Recognition (0.40)

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A Appendix: Proof of Theorem 1 ⇡ ` (z) =E L
Learning a Metric Embedding for Face Recognition using the Multibatch Method

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