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The associated estimation problem can typically be reduced to solving a set of fixed-point equations in the form of a "natural-parameter homotopy". This paper applies a homotopy method to track a continuous path of solutions, starting from a local supervised solution (\lambda = 0) to a local unsupervised solution (\lambda = 1).
As first reported* by the Victoria Times-Colonist, a new pilot project is expected to give out hydromorphone pills to registered users in April 2018, likely at local supervised consumption sites or supportive housing.
The originality of the proposed method lies in the formalization of bipartite graph inference as a set of independent local supervised learning problems, each of which predicts which new drug candidate compounds (respectively, new target candidate proteins) are connected to each target protein (respectively, each compound) in the training set.
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MK trained and supervised the local counselors, supervised therapies, and organized and supervised post-treatment assessments.
CC developed the design, trained the local counselors, supervised therapies, supervised the post-treatment assessments, performed the statistical analysis and drafted the manuscript.
CC conceived the study, developed the design, trained the local counselors, supervised data acquisition, performed the statistical analysis and drafted the manuscript.
Following this track leads to a formulation for selecting \lambda \in [0, 1) for a semisupervised solution and it also provides a tool for selection from among multiple local-optimal supervised solutions.
Cheap foreign credit flooded into inexpert and inadequately supervised local banks.
Standing with his back to an olive grove, Dr. Nicholas Cahill, an archaeologist at the University of Wisconsin at Madison, supervised local workers digging at the Lydian city wall.
At experts' suggestions, Ms. Patrician said she required each of her children to do 1,000 miles of supervised local driving before taking their driving tests.
This paper proposes a supervised local multilayer perceptron (SLMLP) classifier integrated with independent component analysis (ICA) models for fault detection and diagnosis (FDD) of industrial systems.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com