Search Results - "active learning large deviations perceptron model message-passing algorithms"

Large deviations in the perceptron model and consequences for active learning

Authors: Cui, H Saglietti, L Zdeborová, L et al.

Contributors: Cui, H Saglietti, L Zdeborová, L et al.

Source: EISSN: 2632-2153 ; Machine Learning: Science and Technology ; https://cea.hal.science/cea-04542510 ; Machine Learning: Science and Technology, 2021, 2 (4), pp.045001. ⟨10.1088/2632-2153/abfbbb⟩ ; https://iopscience.iop.org/article/10.1088/2632-2153/abfbbb

Subject Terms: Disordered Systems and Neural Networks (cond-mat.dis-nn), Machine Learning (cs.LG), Active learning Large Deviations Perceptron Model Message-passing algorithms, Active learning, Large Deviations, Perceptron Model, Message-passing algorithms, [PHYS]Physics [physics]

Relation: info:eu-repo/grantAgreement//714608/EU/Statistical Mechanics of Learning/SMILE

Availability: https://cea.hal.science/cea-04542510
https://cea.hal.science/cea-04542510v1/document
https://cea.hal.science/cea-04542510v1/file/1912.03927.pdf
https://doi.org/10.1088/2632-2153/abfbbb