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Bounds on successive steps of projected gradient descent

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#optimization #convex-optimization #machine-learning #numerical-optimization #gradient-descent
601
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What is the difference between Frank-Wolfe and Interior-Point Methods?

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#optimization #convex-analysis #convex-optimization #numerical-optimization #gradient-descent
162
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How can I minimize a quadratic over a $2$-norm ball in Matlab?

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#optimization #matlab #numerical-optimization #qcqp
146
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Accelerated Randomized Coordinate Descent

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#optimization #convex-optimization #machine-learning #numerical-optimization #gradient-descent
70
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Example of convex function with global min that is Lipschitz but does not have Lipschitz gradients

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#optimization #convex-analysis #lipschitz-functions #numerical-optimization #gradient-descent
735
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How to avoid overflow when evaluating the exponential smoothing function?

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#numerical-methods #numerical-linear-algebra #nonlinear-optimization #numerical-optimization #non-smooth-optimization
22
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Efficient intersection of linear subspaces? How to solve a big nonlinear least squares with linear constraints?

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#optimization #nonlinear-optimization #numerical-optimization #constraints
137
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pentadiagonal matrix vector multiplication

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#linear-algebra #computational-complexity #numerical-linear-algebra #numerical-optimization
137
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What is the relationship between linear convergence in gradient descent and linear convergence in real analysis?

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#real-analysis #optimization #convex-optimization #numerical-optimization #gradient-descent
92
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Euler Lagrange equation with optimal quadratic function

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#partial-differential-equations #optimization #nonlinear-optimization #calculus-of-variations #numerical-optimization
469
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Steepest-descent optimization procedure with step size given by harmonic sequence

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#convergence-divergence #optimization #convex-optimization #numerical-optimization #gradient-descent
271
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Inverse a sparse matrix

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#linear-algebra #inverse #numerical-linear-algebra #numerical-optimization #sparse-matrices
2.4k
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Parameter scaling in optimization

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#optimization #numerical-methods #linear-transformations #numerical-optimization #change-of-variable
155
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Solving Linear System of Equation in Polynomial Time

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#linear-algebra #optimization #systems-of-equations #numerical-linear-algebra #numerical-optimization
169
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Prove gradient descent converges to a local minimum

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#optimization #numerical-optimization #gradient-descent

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