Proceedings of the Workshop on Interactive Adaptive Learning co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2023), Torino, Italy, September 22nd, 2023 - researchr publication

researchr

You are not signed in
Sign in
Sign up

Mirko Bunse, Barbara Hammer, Georg Krempl, Vincent Lemaire 0001, Alaa Tharwat, Amal Saadallah, editors, Proceedings of the Workshop on Interactive Adaptive Learning co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2023), Torino, Italy, September 22nd, 2023. Volume 3470 of CEUR Workshop Proceedings, CEUR-WS.org, 2023. [doi]

Conference: ial

Abstract is missing.

Tutorial: Interactive Adaptive LearningMirko Bunse, Georg Krempl, Alaa Tharwat, Amal Saadallah. 1-8 [doi]

Challenges for Active Feature Acquisition and Imputation on Data StreamsChristian Beyer, Maik Büttner, Myra Spiliopoulou. 9-13 [doi]

Who knows best? A Case Study on Intelligent Crowdworker Selection via Deep LearningMarek Herde, Denis Huseljic, Bernhard Sick, Ulrich Bretschneider, Sarah Oeste-Reiß. 14-18 [doi]

Role of Hyperparameters in Deep Active LearningDenis Huseljic, Marek Herde, Paul Hahn, Bernhard Sick. 19-24 [doi]

Active Learning with Fast Model Updates and Class-Balanced Selection for Imbalanced DatasetsZhixin Huang, Yujiang He, Marek Herde, Denis Huseljic, Bernhard Sick. 25-45 [doi]

Active Learning for Survival Analysis with Incrementally Disclosed Label InformationKlest Dedja, Felipe Kenji Nakano, Celine Vens. 46-64 [doi]

Towards Enhancing Deep Active Learning with Weak Supervision and Constrained ClusteringMatthias Aßenmacher, Lukas Rauch, Jann Goschenhofer, Andreas Stephan, Bernd Bischl, Benjamin Roth 0001, Bernhard Sick. 65-73 [doi]

Look and You Will Find It: Fairness-Aware Data Collection through Active LearningHilde J. P. Weerts, Renée Theunissen, Martijn C. Willemsen. 74-88 [doi]

Interpretable Meta-Active Learning for Regression Ensemble LearningOns Saadallah, Zied Rouissi. 89-103 [doi]

runs on WebDSL