The Conjugate Gradient Method is the most prominent iterative method for solving sparse systems of linear equations. Unfortunately, many textbook treatments of the topic are written with neither ...

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Abstract: We consider nondifferentiable dynamic optimization problems such as those arising in robotics and subspace tracking. Given the computational constraints and the time-varying nature of the ...

Abstract: Gradient-boosted decision trees (GBDTs) are widely used in machine learning, and the output of current GBDT implementations is a single variable. When there are multiple outputs, GBDT ...

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The best ND grad filters can be a landscape photographer's best friend, making it easier to achieve smooth, even exposures when the light isn't playing ball. Sick of overexposed, washed-out skies, or ...

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