Build GenAI Apps from Scratch — UCSB PaCE Certificate Program
Master AI and Machine Learning: From Neural Networks to Applications
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Explore the mathematical analysis of line search algorithms in this 24-minute lecture that examines convergence properties and rates of line search methods. Learn about the Zoutendijk condition, curvature condition, and the technique of telescoping a series to understand how these algorithms behave and perform in optimization problems.
Syllabus
Line Search - Convergence and Rate - 2
Taught by
NPTEL-NOC IITM