Slides

• S4-SVM-optimDual (version: current)

Videos

Original — the unedited, as-taught-live lecture capture. AI-Clone — the same lecture with an AI voice clone and filler words cleaned up. Author-Voice — a condensed and cleaned re-narration in the instructor's own cloned voice.

• Extra M4 [ Original ] · [ AI-Clone ] · [ Author-Voice ]

Readings

• Platt (1998), Sequential Minimal Optimization: A Fast Algorithm for Training Support Vector Machines
• Burges (1998), A Tutorial on Support Vector Machines for Pattern Recognition

Extra Readings

• Paper SMO
• SMO

Category

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