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01/05/2023
Explain to Me: Towards Understanding Privacy Decisions
Privacy assistants help users manage their privacy online. Their tasks c...
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08/23/2022
Research Note on Uncertain Probabilities and Abstract Argumentation
The sixth assessment of the international panel on climate change (IPCC)...
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05/13/2022
A Self-aware Personal Assistant for Making Personalized Privacy Decisions
Many software systems, such as online social networks enable users to sh...
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02/22/2021
Handling Epistemic and Aleatory Uncertainties in Probabilistic Circuits
When collaborating with an AI system, we need to assess when to trust it...
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08/13/2020
Process Discovery for Structured Program Synthesis
A core task in process mining is process discovery which aims to learn a...
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06/07/2020
Uncertainty-Aware Deep Classifiers using Generative Models
Deep neural networks are often ignorant about what they do not know and ...
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11/01/2019
SHACL Constraints with Inference Rules
The Shapes Constraint Language (SHACL) has been recently introduced as a...
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07/02/2019
Rule Applicability on RDF Triplestore Schemas
Rule-based systems play a critical role in health and safety, where poli...
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09/20/2018
Probabilistic Logic Programming with Beta-Distributed Random Variables
We enable aProbLog---a probabilistic logical programming approach---to r...
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09/20/2018
Uncertainty Aware AI ML: Why and How
This paper argues the need for research to realize uncertainty-aware art...
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06/05/2018