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Lawrence, Carolin
5 publications
ECML-PKDD
2024
A Human-Centric Assessment of the Usefulness of Attribution Methods in Computer Vision
Wiem Ben Rim
,
Ammar Shaker
,
Zhao Xu
,
Kiril Gashteovski
,
Bhushan Kotnis
,
Carolin Lawrence
,
Jürgen Quittek
,
Sascha Saralajew
AAAI
2023
Multi-Source Survival Domain Adaptation
Ammar Shaker
,
Carolin Lawrence
AAAI
2021
Answering Complex Queries in Knowledge Graphs with Bidirectional Sequence Encoders
Bhushan Kotnis
,
Carolin Lawrence
,
Mathias Niepert
AAAI
2021
Explaining Neural Matrix Factorization with Gradient Rollback
Carolin Lawrence
,
Timo Sztyler
,
Mathias Niepert
ICLR
2021
Uncertainty Estimation and Calibration with Finite-State Probabilistic RNNs
Cheng Wang
,
Carolin Lawrence
,
Mathias Niepert