Optimization for ML¶

References¶

• Optimization Masterclass | Prof Gio | Giordano Scarciotti
• Optimization tutorial | Taylor Sparks
• Convex Optimization | Stanford
• Adaptive and Cooperative Algorithms; Search Algorithms; Game Theory | University of Waterloo
• Optimization Methods for Machine Learning and Engineering | Julius Pfrommer
• Optimization in Machine Learning 2022 | Ganesh Ramakrishnan
• Optimization | CMU Machine Learning
• https://mmas.github.io/optimization-scipy
• https://scipy-lectures.org/advanced/mathematical_optimization/
• Deep Learning Optimizers
• Optimization Techniques - W2023
• Convex Optimization for AI | Han Dean | CMU
• Optimization | Se Young Yun
• Optimization | Constantine Caramanis
• Nonlinear Optimization | Abhishek Gupta
• Nonlinear and Dynamic Programming | Abhishek Gupta

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