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Gradient descent for periodic function

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#optimization #numerical-optimization #gradient-descent
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Why is Newton's method faster than gradient descent?

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#optimization #numerical-optimization #gradient-descent
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Gauss-Newton versus gradient descent

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#optimization #nonlinear-optimization #numerical-optimization #gradient-descent
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Proof that gradient descent algorithm escapes saddle points exponentially

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#machine-learning #gradient-descent
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How to get regularity condition from smooth and strong convex conditions?

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#optimization #convex-optimization #gradient-descent
353
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Are gradient flows the quickest way to minimize a function for a short time?

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#multivariable-calculus #differential-geometry #optimization #gradient-descent #gradient-flows
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Boyd & Vandenberghe, Problem 9.6 — Gradient descent step for a quadratic function

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#linear-algebra #multivariable-calculus #convex-optimization #numerical-optimization #gradient-descent
472
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What is the key difference between Stochastic Gradient Descent and Hamiltonian Monte Carlo optimization

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#optimization #stochastic-processes #markov-chains #monte-carlo #gradient-descent
42
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Why is the expected gradient of a density not parallel to the expected gradient of the log density?

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#logarithms #expected-value #maximum-likelihood #gradient-descent #log-likelihood
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Convergence rate of linear regression without chain rule

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#convergence-divergence #regression #linear-regression #gradient-descent #regression-analysis
616
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The direction of the gradient vector.

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#gradient-descent
152
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distance formula between point estimated by gradient descent for a quadratic form at each iteration and the optimal value

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#convex-optimization #gradient-descent #quadratic-programming
122
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How to plot value of loss function in time

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#tensors #machine-learning #gradient-descent
834
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Taking the gradient of function with linear transformation

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#calculus #linear-algebra #matrices #gradient-descent #hessian-matrix
89
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property of asymptotic rate of convergence of gradient decent algorithm on a quadratic form

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#multivariable-calculus #convergence-divergence #gradient-descent

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