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Towards Understanding Deep Classifiers Through Neural Collapse

Offered By: MITCBMM via YouTube

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Deep Learning Courses Machine Learning Courses Neural Networks Courses Gradient Descent Courses Classification Courses Overfitting Courses Loss Functions Courses

Course Description

Overview

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Explore the concept of neural collapse in deep classifiers with Akshay Rangamani from the New Jersey Institute of Technology. Delve into this hour-long lecture that examines the intricacies of deep learning models and their behavior during training. Gain insights into the phenomenon of neural collapse and its implications for understanding and improving deep classifiers. Discover how this concept contributes to the broader field of machine learning and its potential impact on future developments in artificial intelligence.

Syllabus

Towards Understanding Deep Classifiers though Neural Collapse


Taught by

MITCBMM

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