Margin-based loss functions Explained: Hinge Loss and Triplet Loss

AI SageScribe
2 min readDec 30, 2023

Welcome to the intriguing world of margin-based loss functions in machine learning! Today, we’re going to delve deep into two pivotal concepts: Hinge Loss and Triplet Loss. These functions, although applied in distinct contexts, share a foundational principle crucial for the development of robust and efficient machine learning models. Let’s unpack these concepts and understand their significance in the realm of AI and data science.

Understanding Hinge Loss: The Backbone of SVMs

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AI SageScribe

Practical Thoughts on Machine Learning, Data Science, Stats