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How to derive the gradient of RNN and what is the definition of Loss function in this graph?

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#optimization #gradient-descent #neural-networks
242
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Is a path which decreases a function in the quickest way a gradient flow?

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#multivariable-calculus #differential-geometry #optimization #gradient-descent #gradient-flows
62
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What is trivial step size vs non-trivial step size?

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#gradient-descent
198
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Proof of Rate of convergence for Preconditioned Conjugate Gradient

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#linear-algebra #matrices #optimization #gradient-descent
345
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what is the intuition behind the augmented lagrangian?

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#nonlinear-optimization #lagrange-multiplier #duality-theorems #gradient-descent
725
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Gradient Descent with constraints?

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#optimization #numerical-optimization #gradient-descent #newton-raphson #quadratic-programming
194
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Back propagation for cross entropy loss function with softmax

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#gradient-descent #neural-networks
77
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Which Constraints Should I Compare with First in Quadratic Optimization Problem?

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#optimization #numerical-optimization #gradient-descent #newton-raphson #quadratic-programming
64
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Optimization: Gradient of constraints - How to solve in a quadratic formula?

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#optimization #gradient-descent #quadratic-programming
9.6k
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Does gradient descent converge to a minimum-norm solution in least-squares problems?

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#convex-optimization #solution-verification #least-squares #gradient-descent #quadratic-programming
2.3k
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Newton's Method vs Gradient Descent?

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#taylor-expansion #numerical-optimization #gradient-descent #newton-raphson #logistic-regression
1.5k
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Lipschitz continuous gradient. Finding the best/smallest $\beta$ for a function $f$ to be $\beta$-smooth

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#convex-optimization #lipschitz-functions #gradient-descent
22
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Neural network training: skipping layers when performing weight updates

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#gradient-descent #neural-networks
354
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Why is the inverse of the gradient not taken in gradient descent?

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#derivatives #optimization #gradient-descent
50
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How to differentiate $l_1$ norm of a transformation?

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#vector-analysis #matrix-calculus #gradient-descent

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