681 citations · 1.8k across the 26 of their papers we have counts for
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cs.LG2023★ 1 cited
Hierarchical and Decentralised Federated Learning
Omer Rana, Theodoros Spyridopoulos, Nathaniel Hudson +4
Federated learning has shown enormous promise as a way of training ML models in distributed environments while reducing communication costs and protecting data privacy. However, th…
cs.LG2018★ 30 cited
Predicting purchasing intent: Automatic Feature Learning using Recurrent Neural Networks
Humphrey Sheil, Omer Rana, Ronan Reilly
We present a neural network for predicting purchasing intent in an Ecommerce setting. Our main contribution is to address the significant investment in feature engineering that is…