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@proceedings{DBLP:conf/pkdd/2021ial,
  editor       = {Georg Krempl and
                  Vincent Lemaire and
                  Daniel Kottke and
                  Andreas Holzinger and
                  Barbara Hammer},
  title        = {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},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {3079},
  publisher    = {CEUR-WS.org},
  year         = {2022},
  url          = {https://ceur-ws.org/Vol-3079},
  urn          = {urn:nbn:de:0074-3079-5},
  timestamp    = {Fri, 10 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/2021ial.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/AbrahamD21,
  author       = {Alexandre Abraham and
                  L{\'{e}}o Dreyfus{-}Schmidt},
  editor       = {Georg Krempl and
                  Vincent Lemaire and
                  Daniel Kottke and
                  Andreas Holzinger and
                  Barbara Hammer},
  title        = {Sample Noise Impact on Active Learning},
  booktitle    = {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},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {3079},
  pages        = {80--88},
  publisher    = {CEUR-WS.org},
  year         = {2021},
  url          = {https://ceur-ws.org/Vol-3079/ial2021\_paper7.pdf},
  timestamp    = {Fri, 10 Mar 2023 16:22:13 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/AbrahamD21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/ArostegiLS21,
  author       = {Maria Arostegi and
                  Jesus L. Lobo and
                  Javier Del Ser},
  editor       = {Georg Krempl and
                  Vincent Lemaire and
                  Daniel Kottke and
                  Andreas Holzinger and
                  Barbara Hammer},
  title        = {{SLAYER:} {A} Semi-supervised Learning Approach for Drifting Data
                  Streams under Extreme Verification Latency},
  booktitle    = {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},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {3079},
  pages        = {50--64},
  publisher    = {CEUR-WS.org},
  year         = {2021},
  url          = {https://ceur-ws.org/Vol-3079/ial2021\_paper4.pdf},
  timestamp    = {Fri, 10 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/ArostegiLS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/BieshaarHHS21,
  author       = {Maarten Bieshaar and
                  Marek Herde and
                  Denis Huseljic and
                  Bernhard Sick},
  editor       = {Georg Krempl and
                  Vincent Lemaire and
                  Daniel Kottke and
                  Andreas Holzinger and
                  Barbara Hammer},
  title        = {A Concept for Highly Automated Pre-Labeling via Cross-Domain Label
                  Transfer for Perception in Autonomous Driving},
  booktitle    = {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},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {3079},
  pages        = {65--69},
  publisher    = {CEUR-WS.org},
  year         = {2021},
  url          = {https://ceur-ws.org/Vol-3079/ial2021\_paper5.pdf},
  timestamp    = {Fri, 10 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/BieshaarHHS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/BouvierVCTH21,
  author       = {Victor Bouvier and
                  Philippe Very and
                  Cl{\'{e}}ment Chastagnol and
                  Myriam Tami and
                  C{\'{e}}line Hudelot},
  editor       = {Georg Krempl and
                  Vincent Lemaire and
                  Daniel Kottke and
                  Andreas Holzinger and
                  Barbara Hammer},
  title        = {Stochastic Adversarial Gradient Embedding for Active Domain Adaptation},
  booktitle    = {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},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {3079},
  pages        = {121--137},
  publisher    = {CEUR-WS.org},
  year         = {2021},
  url          = {https://ceur-ws.org/Vol-3079/ial2021\_paper10.pdf},
  timestamp    = {Fri, 10 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/BouvierVCTH21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/BunseM21a,
  author       = {Mirko Bunse and
                  Katharina Morik},
  editor       = {Georg Krempl and
                  Vincent Lemaire and
                  Daniel Kottke and
                  Andreas Holzinger and
                  Barbara Hammer},
  title        = {Active Class Selection with Uncertain Class Proportions},
  booktitle    = {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},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {3079},
  pages        = {70--79},
  publisher    = {CEUR-WS.org},
  year         = {2021},
  url          = {https://ceur-ws.org/Vol-3079/ial2021\_paper6.pdf},
  timestamp    = {Fri, 10 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/BunseM21a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/HuangHVS21,
  author       = {Zhixin Huang and
                  Yujiang He and
                  Stephan Vogt and
                  Bernhard Sick},
  editor       = {Georg Krempl and
                  Vincent Lemaire and
                  Daniel Kottke and
                  Andreas Holzinger and
                  Barbara Hammer},
  title        = {Uncertainty and Utility Sampling with Pre-Clustering},
  booktitle    = {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},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {3079},
  pages        = {21--34},
  publisher    = {CEUR-WS.org},
  year         = {2021},
  url          = {https://ceur-ws.org/Vol-3079/ial2021\_paper2.pdf},
  timestamp    = {Fri, 10 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/HuangHVS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/NguyenGSG21,
  author       = {Manh Hung Nguyen and
                  Isabelle Guyon and
                  Lisheng Sun{-}Hosoya and
                  Nathan Grinsztajn},
  editor       = {Georg Krempl and
                  Vincent Lemaire and
                  Daniel Kottke and
                  Andreas Holzinger and
                  Barbara Hammer},
  title        = {MetaREVEAL: RL-based Meta-learning from Learning Curves},
  booktitle    = {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},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {3079},
  pages        = {1--20},
  publisher    = {CEUR-WS.org},
  year         = {2021},
  url          = {https://ceur-ws.org/Vol-3079/ial2021\_paper1.pdf},
  timestamp    = {Fri, 10 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/NguyenGSG21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/Nodet0BC21,
  author       = {Pierre Nodet and
                  Vincent Lemaire and
                  Alexis Bondu and
                  Antoine Cornu{\'{e}}jols},
  editor       = {Georg Krempl and
                  Vincent Lemaire and
                  Daniel Kottke and
                  Andreas Holzinger and
                  Barbara Hammer},
  title        = {Contrastive Representations for Label Noise Require Fine-Tuning},
  booktitle    = {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},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {3079},
  pages        = {89--104},
  publisher    = {CEUR-WS.org},
  year         = {2021},
  url          = {https://ceur-ws.org/Vol-3079/ial2021\_paper8.pdf},
  timestamp    = {Fri, 10 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/Nodet0BC21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/RuzickaKTPH21,
  author       = {Jir{\'{\i}} Ruzicka and
                  Jan Koza and
                  Jir{\'{\i}} Tumpach and
                  Zbynek Pitra and
                  Martin Holena},
  editor       = {Georg Krempl and
                  Vincent Lemaire and
                  Daniel Kottke and
                  Andreas Holzinger and
                  Barbara Hammer},
  title        = {Combining Gaussian Processes with Neural Networks for Active Learning
                  in Optimization},
  booktitle    = {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},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {3079},
  pages        = {105--120},
  publisher    = {CEUR-WS.org},
  year         = {2021},
  url          = {https://ceur-ws.org/Vol-3079/ial2021\_paper9.pdf},
  timestamp    = {Fri, 10 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/RuzickaKTPH21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/ZhuMGD021,
  author       = {Daniel Zhu and
                  Arnaud Martin and
                  Yolande Le Gall and
                  Jean{-}Christophe Dubois and
                  Vincent Lemaire},
  editor       = {Georg Krempl and
                  Vincent Lemaire and
                  Daniel Kottke and
                  Andreas Holzinger and
                  Barbara Hammer},
  title        = {Evidential Nearest Neighbours in Active Learning},
  booktitle    = {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},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {3079},
  pages        = {35--49},
  publisher    = {CEUR-WS.org},
  year         = {2021},
  url          = {https://ceur-ws.org/Vol-3079/ial2021\_paper3.pdf},
  timestamp    = {Fri, 10 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/ZhuMGD021.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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