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03/15/2023
NESS: Learning Node Embeddings from Static SubGraphs
We present a framework for learning Node Embeddings from Static Subgraph...
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08/05/2022
Parameter Averaging for Robust Explainability
Neural Networks are known to be sensitive to initialisation. The explana...
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10/08/2021
SubTab: Subsetting Features of Tabular Data for Self-Supervised Representation Learning
Self-supervised learning has been shown to be very effective in learning...
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07/19/2020
One-Shot Learning for Language Modelling
Humans can infer a great deal about the meaning of a word, using the syn...
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10/29/2019