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How to get gradient of formula?

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#real-analysis #gradient-descent
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Vector-by-vector and vector-by-matrix derivatives

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#multivariable-calculus #gradient-descent
492
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Derivatives involving inner product and Hadamard product

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#derivatives #vector-analysis #gradient-descent #hadamard-product
499
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partial derivative for gradient descent

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#partial-derivative #gradient-descent
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Efficient Numerical Optimization for Gradient Descent with Constraints (Lagrangian Multiplier)

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#optimization #numerical-methods #lagrange-multiplier #machine-learning #gradient-descent
1.9k
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Why do we need gradient descent to minimize a cost function?

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#regression #machine-learning #numerical-optimization #linear-regression #gradient-descent
913
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why a denoising auto-encoder is like performing stochastic gradient this on this expression?

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#probability #expectation #machine-learning #neural-networks #gradient-descent
68
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Is there any method for gradient descent that achieves acceleration while moving always in the opposite direction of the gradient?

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#optimization #convex-optimization #numerical-optimization #gradient-descent
124
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Extract zero from 2D polynomial

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#polynomials #sums-of-squares #gradient-descent
313
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Find the very first feasible solution (critical point nearest to initial point in constrained optimization)

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#optimization #machine-learning #gradient-descent #non-convex-optimization
164
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Nocedal & Wright — direction for constrained optimization with one inequality constraint

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#optimization #numerical-optimization #constraints #gradient-descent
527
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In the path-following/interior point, how is the gradient of the objective function a linear combination of the gradients of the constraints?

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#optimization #convex-optimization #vector-analysis #gradient-descent
3.4k
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Feature scaling's effect on gradient descent

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#machine-learning #gradient-descent
241
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Variational gradient descent on the space of curves

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#optimization #calculus-of-variations #curves #computational-mathematics #gradient-descent
487
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Understanding the mathematics behind backpropagation

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#multivariable-calculus #neural-networks #gradient-descent

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