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Elke Rundensteiner

CoLafier: Collaborative Noisy Label Purifier With Local Intrinsic Dimensionality Guidance

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Jan 10, 2024
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UCE-FID: Using Large Unlabeled, Medium Crowdsourced-Labeled, and Small Expert-Labeled Tweets for Foodborne Illness Detection

Dec 02, 2023
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Finding Short Signals in Long Irregular Time Series with Continuous-Time Attention Policy Networks

Feb 08, 2023
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Class-Specific Explainability for Deep Time Series Classifiers

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Oct 11, 2022
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Stop&Hop: Early Classification of Irregular Time Series

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Aug 21, 2022
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MANI-Rank: Multiple Attribute and Intersectional Group Fairness for Consensus Ranking

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Jul 20, 2022
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DeepEmotex: Classifying Emotion in Text Messages using Deep Transfer Learning

Jun 12, 2022
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TWEET-FID: An Annotated Dataset for Multiple Foodborne Illness Detection Tasks

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May 22, 2022
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One-Shot Learning on Attributed Sequences

Jan 23, 2022
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MLAS: Metric Learning on Attributed Sequences

Nov 08, 2020
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