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Subgradient everywhere terminology

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#convex-analysis #subgradient #non-smooth-analysis
318
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Existence of subgradient for strictly convex function on the domain

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#reference-request #convex-analysis #subgradient
163
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Characterisation of the subdifferential of a $\lambda$-convex function.

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#convex-analysis #subgradient
26
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If $0\notin\partial f(x_k)$ then any $-\xi\in-\partial f(x_k)$ is a descent direction.

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#convex-optimization #subgradient
79
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When solving this differential equation why should we look for absolutely continuous solutions?

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#real-analysis #partial-differential-equations #continuity #absolute-continuity #subgradient
153
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Chain rule for composite function with inner function non-smooth

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#chain-rule #neural-networks #subgradient #non-smooth-optimization
57
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Find Fenchel conjugate for a function

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#real-analysis #convex-analysis #subgradient
681
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Gradient Descent on Function that is non-differentiable at finitely many points

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#optimization #numerical-optimization #gradient-descent #subgradient #non-smooth-optimization
185
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least squares with L1 regularization in selected entries

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#least-squares #gradient-descent #regularization #subgradient
34
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subdifferential set of nested nonsmooth function

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#derivatives #convex-analysis #subgradient
67
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compute the subgradient set of $\max(x,0)$ using Danskin

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#convex-analysis #subgradient #non-smooth-analysis
132
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subdifferential of a convex multivariate function

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#convex-analysis #convex-optimization #subgradient
98
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"Adding" to an inner product

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#linear-algebra #convex-optimization #inner-products #subgradient
152
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Constant step lengths in subgradient method

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#optimization #numerical-optimization #gradient-descent #subgradient #non-smooth-optimization
86
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Large number of absolute value expressions in constrained, non-convex optimization problem

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#optimization #matlab #non-convex-optimization #subgradient

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