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SIGIR 2023 Workshop on Retrieval Enhanced Machine Learning (REML @ SIGIR 2023)

Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023
Most machine learning models are designed to be self-contained and encode both "knowledge" and "reasoning" in their parameters. However, such models cannot perform effectively for tasks that require knowledge grounding and tasks that deal with non ...
Michael Bendersky   +2 more
semanticscholar   +1 more source

A computationally efficient algorithm to leverage average information REML for (co)variance component estimation in the genomic era

Genetics Selection Evolution
Methods for estimating variance components (VC) using restricted maximum likelihood (REML) typically require elements from the inverse of the coefficient matrix of the mixed model equations (MME).
I. Strandén   +4 more
semanticscholar   +1 more source

A note on model selection using information criteria for general linear models estimated using REML

Australian & New Zealand journal of statistics (Print), 2019
It is common practice to compare the fit of non‐nested models using the Akaike (AIC) or Bayesian (BIC) information criteria. The basis of these criteria is the log‐likelihood evaluated at the maximum likelihood estimates of the unknown parameters.
A. Verbyla
semanticscholar   +1 more source

MPH: fast REML for large-scale genome partitioning of quantitative genetic variation

Bioinform.
Motivation Genome partitioning of quantitative genetic variation is useful for dissecting the genetic architecture of complex traits. However, existing methods, such as Haseman–Elston regression and linkage disequilibrium score regression, often face ...
Jicai Jiang
semanticscholar   +1 more source

برآورد پارامترهای ژنتیکی گونه سیاهتاغ با استفاده از روش REML و مدل تکرارپذیر

, 2021
آفاق تابنده ساروی   +3 more
semanticscholar   +1 more source

تجزیه ژنتیکی صفات مهم اقتصادی در بز کرکی رایینی

, 2019
نجمه کارگر   +2 more
semanticscholar   +1 more source

تجزیه و تحلیل ژنتیکی صفات وزن، رشد و نسبتهای کلیبر در بز نژاد مرغز

, 2016
محمد رضا جهرامی   +2 more
semanticscholar   +1 more source

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