Adaptive sampling for active learning with genetic programming
Sign Up to like & getrecommendations! Published in 2021 at "Cognitive Systems Research"
DOI: 10.1016/j.cogsys.2020.08.008
Abstract: Abstract Active learning is a machine learning paradigm allowing to decide which inputs to use for training. It is introduced to Genetic Programming (GP) essentially thanks to the dynamic data sampling, used to address some… read more here.
Keywords: active learning; adaptive sampling; genetic programming; dynamic sampling ... See more keywords
Dynamic sampling bias and overdispersion induced by skewed offspring distributions.
Sign Up to like & getrecommendations! Published in 2021 at "Genetics"
DOI: 10.1093/genetics/iyab135
Abstract: Natural populations often show enhanced genetic drift consistent with a strong skew in their offspring number distribution. The skew arises because the variability of family sizes is either inherently strong or amplified by population expansions.… read more here.
Keywords: frequency; genetics; time; offspring distributions ... See more keywords
Deep Learning Approach for Dynamic Sampling for Multichannel Mass Spectrometry Imaging
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Computational Imaging"
DOI: 10.1109/tci.2023.3248947
Abstract: Mass Spectrometry Imaging (MSI), using traditional rectilinear scanning, takes hours to days for high spatial resolution acquisitions. Given that most pixels within a sample's field of view are often neither relevant to underlying biological structures… read more here.
Keywords: dynamic sampling; approach dynamic; mass spectrometry; learning approach ... See more keywords
Dynamic sampling iterative phase retrieval for holographic data storage.
Sign Up to like & getrecommendations! Published in 2021 at "Optics express"
DOI: 10.1364/oe.419630
Abstract: A dynamic sampling iterative phase retrieval method, which dynamically samples the Fourier intensity distribution of the reconstruction beam captured by the detector, is proposed to shorten the iterative number and decrease the phase error rate… read more here.
Keywords: retrieval; dynamic sampling; sampling iterative; iterative phase ... See more keywords