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DEEP MODELLING OF MULTIPLE FACTORS OF UNCERTAINTY FOR ACTIVE LEARNING OF TEXT AND AUDIO

Lead Research Organisation: Imperial College London
Department Name: Computing

Abstract

Here I propose the design of a trainable acquisition function for active learning that is able to discern
between various factors of uncertainty, exemplified by audio and text data prediction tasks.

research area: machine learning and AI

Publications

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Studentship Projects

Project Reference Relationship Related To Start End Student Name
EP/N509486/1 30/09/2016 30/03/2022
2699420 Studentship EP/N509486/1 30/09/2017 30/03/2021 Georgios Rizos