Overview
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Dive into the advanced concepts of Neural Architecture Search (NAS) in this comprehensive lecture from MIT's 6.5940 course. Explore cutting-edge techniques and methodologies for optimizing neural network architectures, led by Prof. Song Han. Gain insights into the latest developments in NAS, building upon foundational knowledge from previous sessions. Examine real-world applications and case studies that demonstrate the practical implications of NAS in machine learning and artificial intelligence. Access accompanying slides for enhanced learning and visual aids to reinforce complex concepts. Suitable for graduate students and professionals seeking to deepen their understanding of efficient machine learning techniques and architectural optimization in neural networks.
Syllabus
EfficientML.ai Lecture 8 - Neural Architecture Search (Part II) (MIT 6.5940, Fall 2023)
Taught by
MIT HAN Lab