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UCF Week 11

UCF Week 11. Lam Tran. Hessian Matrix 1. Hessian Matrix 2. Hessian Matrix 3. Matrix Calculus. Quadratic Equation. Matrix Calculus Example. For (x-y)^2, a=1, b=-1, and c=1. Expected Maximization (EM). Deepest Descent using convolution (2000 iterations).

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UCF Week 11

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  1. UCF Week 11 Lam Tran

  2. Hessian Matrix 1

  3. Hessian Matrix 2

  4. Hessian Matrix 3

  5. Matrix Calculus Quadratic Equation

  6. Matrix Calculus Example For (x-y)^2, a=1, b=-1, and c=1

  7. Expected Maximization (EM)

  8. Deepest Descent using convolution (2000 iterations) Jensen’s Approximation with Expected Maximization after 30th iterations (Matrix Calculus)

  9. Next Step • Adding learning to our model

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