By proving a broader version of Hilbert’s famous 10th problem, two groups of mathematicians have expanded the realm of ...

seed=INTEGER random seed, default 1. --ratio=DOUBLE Ratio to split data, 0~1. default 0.6 --addPCA=LOGICAL add top 50 PCs to each feature, PCA was calculated from train set, default FALSE. -n INTEGER, ...

The corresponding optimization problem is the fractional quadratic programming with the binary integer constraint, and a heuristic algorithm based on the Alternating Direction Method of Multipliers ...

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As the international system has inherent constraints, and isolationism has its limitations, the U.S., China and Russia each respond to strategic competition with varied approaches, all rooted in the ...

We realized that the directed test approach did not scale with design complexity: although the USB 2.0 Host core was at most a few hundred thousand gates (depending upon configuration options), it ...

The current STreeD Framework implements a broad set of such optimization tasks, from group fairness constraints to regression. For an explanation of each application, see below. For details on what ...