Christina Göpfert | DeepAI

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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...

0 Christina Göpfert, et al. ∙

∙ 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...

0 Michiel Straat, et al. ∙

∙ 04/22/2020

Adversarial examples and where to find them

Adversarial robustness of trained models has attracted considerable atte...

0 Niklas Risse, et al. ∙

∙ 07/31/2019

Adversarial Robustness Curves

The existence of adversarial examples has led to considerable uncertaint...

0 Christina Göpfert, et al. ∙

∙ 05/28/2019

When can unlabeled data improve the learning rate?

In semi-supervised classification, one is given access both to labeled a...

3 Christina Göpfert, et al. ∙

∙ 03/02/2019

FRI - Feature Relevance Intervals for Interpretable and Interactive Data Exploration

Most existing feature selection methods are insufficient for analytic pu...

0 Lukas Pfannschmidt, et al. ∙

∙ 04/21/2017

Time Series Prediction for Graphs in Kernel and Dissimilarity Spaces

Graph models are relevant in many fields, such as distributed computing,...

0 Benjamin Paaßen, et al. ∙

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