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LMU Munich, Munich Center for Machine Learning (MCML)
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Pseudo-label quality, not quantity, is the key to successful self-training in domain adaptation, revealing a critical insight for real-world applications like waste sorting.
Counterfactual explanations for time series classifiers can now be generated without sacrificing temporal integrity, leading to more reliable and plausible outcomes.