Archive

Details about each CD-MAKE edition can be found below.

CD-MAKE 2023 – Vienna, Austria

Link https://2023.cd-make.net/ Keynote Speakers Whiteboxing machine learning Mireille Hildebrandt, Co-Director LSTS, Vrije Universiteit Brussel (VUB), Belgium Physics -inspired learning on graphs Michael Bronstein, University of Oxford, United Kingdom Publisher Springer ( https://link.springer.com/book/10.1007/978-3-031-40837-3 )

CD-MAKE 2022 – Vienna, Austria

Link https://2022.cd-make.net/ Keynote Speakers Explainable Empirical Risk Minimization Alexander Jung, Assistant Professor, Aalto University, Finland Explanation as an essential component of machine-mediated acquisition of knowledge for predictive models Randy G. Goebel, University of Alberta, Canada & XAI-Lab in Edmonton, Alberta, Canada Reinforcement Learning in the Real World: Challenges and Opportunities for Human-Agent Interaction Matthew E. Taylor Director, Intelligent Robot Learning Lab, Associate Professor & Graduate Admissions Chair, Computing Science, Fellow and Fellow-in-Residence, Alberta Machine Intelligence Institute, Canada CIFAR AI Chair, Amii Publisher Springer ( https://link.springer.com/book/10.1007/978-3-031-14463-9 )

CD-MAKE 2021 – All-Digital Conference

Link https://2021.cd-make.net/ Keynote Speakers Almost Matching Exactly Cynthia Rudin, Duke University, US Learning, reasoning, optimisation: Connections, complementarity and chances Holger H. Hoos, Leiden Institute of Advanced Computer Science (LIACS), The Netherlands and University of British Columbia, Canada Publisher Springer ( https://link.springer.com/book/10.1007/978-3-030-57321-8 )

CD-MAKE 2020 – All-Digital Conference

Link https://cd-make-2020.archive.sba-research.org/ Keynote Speakers Explaining the Decisions of Deep Neural Networks and Beyond Grégoire Montavon, Research Associate TU Berlin, Germany The “sound” of ML implementation. A round trip in the “last mile” and its challenges. Federico Cabitza, PhD, Associate Professor, University of Milano-Bicocca, Italy Publisher Springer ( https://link.springer.com/book/10.1007/978-3-030-57321-8 )

CD-MAKE 2019 – Canterbury, UK

Link https://cd-make-2019.archive.sba-research.org/ Keynote Speakers Janet Bastiman, Venture Partner at MMC Ventures and Chief Science Officer at StoryStream Yoichi Hayashi, Dept. Computer Science, Meiji University Wojciech Samek, Machine Learning Group at Fraunhofer Heinrich Hertz Institute Publisher Springer ( https://link.springer.com/book/10.1007/978-3-030-29726-8 )

CD-MAKE 2018 – Hamburg, Germany

Link https://2018.cd-make.net/ Keynote Speakers Klaus-Robert MÜLLER, Machine Learning Group TU Berlin, MPI for Informatics, Saarbrücken, and Korea University, Seoul Randy GOEBEL, University of Alberta, Canada Publisher Springer ( https://link.springer.com/book/10.1007/978-3-319-99740-7 )

CD-MAKE 2017 – Reggio Calabria, Italy

Link https://cd-make.net/archive2017/ Keynote Speakers Marta Milo, University of Sheffield, UK Neil D. Lawrence, University of Sheffield and Amazon, UK Publisher Springer ( http://link.springer.com/978-3-319-66808-6 )