Techniques are provided for selection of machine learning algorithms based on performance predictions by trained algorithm-specific regressors. In an embodiment, a computer derives meta-feature values from an inference dataset by, for each meta-feature, deriving a respective meta-feature value from the...
We proposed a physics-informed model-based generative neural network for simulating scanner- and algorithm-specific low-dose CT exams (PALETTE). It is expected to provide an alternative to projection domain noise insertion methods in the absence of manufacturers’ proprietary information and tools. Met...
This paper describes the architecture and two applications of the DSP56200, an algorithm-specific, as opposed to application-specific, digital signal processor peripheral. The DSP56200 implements the finite sum of products and the least mean square (LMS) coefficient update algorithms. Echo cancellation...
Instance-specific algorithm configuration generalizes both instance-oblivious algorithm tuning as well as algorithm portfolio generation. ISAC is a recently proposed non-model-based approach for tuning solver parameters dependent on the specific instance that needs to be solved. While ISAC has been compare...
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HATCHet (Holistic Allele-specific Tumor Copy-number Heterogeneity) is an algorithm that infers allele and clone-specific CNAs and WGDs jointly across multiple tumor samples from the same patient, and that leverages the relationships between clones in the
EMASE: Expectation-Maximization algorithm for Allele Specific Expression Free software: GNU General Public License v3 (GPLv3) Documentation: https://emase.readthedocs.org. Note: This is the original repository of EMASE python prototype. For performance, we implemented the same models in C++ (availa...
We introduce a covariate-specific total variation penalty in two semiparametric models for the rate function of recurrent event process. The two models are a stratified Cox model, introduced in Prentice et al. (1981), and a stratified Aalen's additive model. We show the consistency and asymptoti...
Implementation and Evaluation of an Instance-Specific Hardware Algorithm for Finding a Maximum CliqueChromosomes, Human, Pair 1Chromosomes, Human, Pair 5... S Wakabayashi,K Kikuchi - 《Human Molecular Genetics》 被引量: 3发表: 2003年 A fast algorithm for the maximum clique problem Given a graph...
The McCollough Facial Rejuvenation System: expanding the scope of a condition-specific algorithm. Facial Plast Surg 2012;28(1):102-15.McCollough EG, Ha CD. The McCollough Facial Rejuvenation System: expanding the scope of a condition-specific algorithm. Facial Plast Surg 2012;28(1):102-115...