Isabel Valera
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Professor
GermanyResearch Interests
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About
Isabel Valera is a Professor at Saarland University in Germany. Her research focuses on algorithmic recourse, causal inference, and variational methods in machine learning, as demonstrated in her recent publications. She has contributed to the field with articles addressing contrastive explanations, multimodal variational autoencoders, and learning distributions over functions.
Recent Grants
Grant: Open
Society-Aware Machine Learning: The paradigm shift demanded by society to trust machine learning.
Open Date: 2023-02-01
Close Date: 2028-01-31
Grant: Close
Cello: Ein smarter Stress Coach zur Krankheitsprävention
Open Date: 2021-02-01
Close Date: 2024-01-31
Grant: Close
EXC 2064: Machine Learning: New Perspectives for Science
Open Date: 2019-01-01
Close Date:
Articles (4)
Year:
2023
Year:
2023
Year:
2023
Year:
2022
Collaborators (1)
Isabel Valera
Saarland University
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