Search Results for author: Matthew Russell

Found 3 papers, 0 papers with code

Maximizing Model Generalization for Machine Condition Monitoring with Self-Supervised Learning and Federated Learning

no code implementations27 Apr 2023 Matthew Russell, Peng Wang

Specifically, Self-Supervised Learning (SSL) with Barlow Twins may produce more discriminative features for monitoring health condition than supervised learning by focusing on semantic properties of the data.

Domain Adaptation Federated Learning +2

Modeling Order in Neural Word Embeddings at Scale

no code implementations8 Jun 2015 Andrew Trask, David Gilmore, Matthew Russell

Natural Language Processing (NLP) systems commonly leverage bag-of-words co-occurrence techniques to capture semantic and syntactic word relationships.

Language Modelling Word Embeddings

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