Bipft: Binary pre-trained foundation transformer with low-rank estimation of binarization residual polynomials
Pretrained foundation models offer substantial benefits for a wide range of downstream
tasks, which can be one of the most potential techniques to access artificial general …
tasks, which can be one of the most potential techniques to access artificial general …
Binary quantification and dataset shift: an experimental investigation
Quantification is the supervised learning task that consists of training predictors of the class
prevalence values of sets of unlabelled data, and is of special interest when the labelled …
prevalence values of sets of unlabelled data, and is of special interest when the labelled …
[HTML][HTML] QuantificationLib: A Python library for quantification and prevalence estimation
QuantificationLib is an open-source Python library that provides a comprehensive set of
algorithms for quantification learning. Quantification, also known as prevalence estimation …
algorithms for quantification learning. Quantification, also known as prevalence estimation …
Report on the 3rd International Workshop onLearning to Quantify (LQ 2023)
The 3rd International Workshop on Learning to Quantify (LQ 2023) 1 took place on
September 18, 2023 in Torino, IT, where it was organised as a satellite event of the 34th …
September 18, 2023 in Torino, IT, where it was organised as a satellite event of the 34th …
Kernel Density Estimation for Multiclass Quantification
Several disciplines, like the social sciences, epidemiology, sentiment analysis, or market
research, are interested in knowing the distribution of the classes in a population rather than …
research, are interested in knowing the distribution of the classes in a population rather than …
QuantificationLib: A Python library for quantification and prevalence estimation
A Castaño Gutiérrez, J Alonso González… - SoftwareX, 26, p …, 2024 - digibuo.uniovi.es
QuantificationLib is an open-source Python library that provides a comprehensive set of
algorithms for quantification learning. Quantification, also known as prevalence estimation …
algorithms for quantification learning. Quantification, also known as prevalence estimation …