IAL@PKDD/ECML

Keyphrases

Publications

2023

Christian Beyer, Maik Büttner, Myra Spiliopoulou
Challenges for Active Feature Acquisition and Imputation on Data Streams. IAL@PKDD/ECML (2023)
Klest Dedja, Felipe Kenji Nakano, Celine Vens
Active Learning for Survival Analysis with Incrementally Disclosed Label Information. IAL@PKDD/ECML (2023)
Hilde J. P. Weerts, Renée Theunissen, Martijn C. Willemsen
Look and You Will Find It: Fairness-Aware Data Collection through Active Learning. IAL@PKDD/ECML (2023)
Matthias Aßenmacher, Lukas Rauch, Jann Goschenhofer, Andreas Stephan, Bernd Bischl, Benjamin Roth, Bernhard Sick
Towards Enhancing Deep Active Learning with Weak Supervision and Constrained Clustering. IAL@PKDD/ECML (2023)
Ons Saadallah, Zied Rouissi
Interpretable Meta-Active Learning for Regression Ensemble Learning. IAL@PKDD/ECML (2023)
Zhixin Huang, Yujiang He, Marek Herde, Denis Huseljic, Bernhard Sick
Active Learning with Fast Model Updates and Class-Balanced Selection for Imbalanced Datasets. IAL@PKDD/ECML (2023)
Marek Herde, Denis Huseljic, Bernhard Sick, Ulrich Bretschneider, Sarah Oeste-Reiß
Who knows best? A Case Study on Intelligent Crowdworker Selection via Deep Learning. IAL@PKDD/ECML (2023)
Mirko Bunse, Georg Krempl, Alaa Tharwat, Amal Saadallah
Tutorial: Interactive Adaptive Learning. IAL@PKDD/ECML (2023)
Denis Huseljic, Marek Herde, Paul Hahn, Bernhard Sick
Role of Hyperparameters in Deep Active Learning. IAL@PKDD/ECML (2023)

volume 3470, 2023

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. IAL@PKDD/ECML 3470 (2023)

2022

volume 3259, 2022

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 2022), Grenoble, France, September 23, 2022. IAL@PKDD/ECML 3259 (2022)

volume 3079, 2022

Proceedings of the Workshop on Interactive Adaptive Learning (IAL 2021) co-located with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2021), Bilbao, Spain, September 13, 2021. IAL@PKDD/ECML 3079 (2022)

2021

2020

volume 2660, 2020

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 2020), Ghent, Belgium, September 14th, 2020. IAL@PKDD/ECML 2660 (2020)

2018

volume 2192, 2018

Proceedings of the Workshop on Interactive Adaptive Learning co-located with European Conference on Machine Learning (ECML 2018) and Principles and Practice of Knowledge Discovery in Databases (PKDD 2018), Dublin, Ireland, September 10th, 2018. IAL@PKDD/ECML 2192 (2018)