Perturbation confusion in forward automatic differentiation of higher-order functions
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DOI: 10.1017/s095679681900008x
Abstract: Abstract Automatic differentiation (AD) is a technique for augmenting computer programs to compute derivatives. The essence of AD in its forward accumulation mode is to attach perturbations to each number, and propagate these through the… read more here.
Keywords: order; order functions; automatic differentiation; higher order ... See more keywords
System-wide coordinates of higher order functions in host-pathogen environment upon Mycobacterium tuberculosis infection
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DOI: 10.1038/s41598-018-22884-8
Abstract: Molecular signatures and their interactions behind the successful establishment of infection of Mycobacterium tuberculosis (Mtb) inside macrophage are largely unknown. In this work, we present an inter-system scale atlas of the gene expression signatures, their… read more here.
Keywords: infection; higher order; order functions; environment ... See more keywords