Search Results for author: Lena Zellinger

Found 2 papers, 2 papers with code

Counterfactual Reasoning with Knowledge Graph Embeddings

1 code implementation11 Mar 2024 Lena Zellinger, Andreas Stephan, Benjamin Roth

We further observe that KGEs adapted with COULDD solidly detect plausible counterfactual changes to the graph that follow these patterns.

counterfactual Counterfactual Reasoning +2

Learning with Noisy Labels by Adaptive Gradient-Based Outlier Removal

1 code implementation7 Jun 2023 Anastasiia Sedova, Lena Zellinger, Benjamin Roth

Instead of cleaning the dataset prior to model training, the dataset is dynamically adjusted during the training process.

Denoising Learning with noisy labels

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