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Priyank Patel

2 accepted papers

2021

Graph-based semi-supervised learning through the lens of safety

UAI 2021poster

Graph-based semi-supervised learning (G-SSL) algorithms have witnessed rapid development and widespread usage across a variety of applications in recent years. However, the theoretical characterisation of the efficacy of such algorithms has remained an under-explored area. We introduce a novel algor…

Cited by 0SourcePDFScholar
2020

Understanding the Success of Graph-based Semi-Supervised Learning using Partially Labelled Stochastic Block Model

IJCAI 2020poster

With the proliferation of learning scenarios with an abundance of instances, but limited amount of high-quality labels, semi-supervised learning algorithms came to prominence. Graph-based semi-supervised learning (G-SSL) algorithms, of which Label Propagation (LP) is a prominent example, are particu…

Cited by 0SourcePDFScholar