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02/06/2022
Discovering Personalized Semantics for Soft Attributes in Recommender Systems using Concept Activation Vectors
Interactive recommender systems (RSs) allow users to express intent, pre...
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05/21/2020
Supervised Learning in the Presence of Concept Drift: A modelling framework
We present a modelling framework for the investigation of supervised lea...
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04/22/2020
Adversarial examples and where to find them
Adversarial robustness of trained models has attracted considerable atte...
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07/31/2019
Adversarial Robustness Curves
The existence of adversarial examples has led to considerable uncertaint...
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05/28/2019
When can unlabeled data improve the learning rate?
In semi-supervised classification, one is given access both to labeled a...
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03/02/2019
FRI - Feature Relevance Intervals for Interpretable and Interactive Data Exploration
Most existing feature selection methods are insufficient for analytic pu...
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04/21/2017