About the DMML group
The Data Mining and Machine Learning group of Geneva was established in 2011 by Prof. Alexandros Kalousis. It operates as a collaboration between the Department of Information Systems of the University of Applied Sciences, Western Switzerland, Geneva, and the VIPER group of the Computer Science Department of the University of Geneva. Many of the members currently follow a PhD under the joint supervision of Profs. Alexandros Kalousis and Stephane Marchand-Maillet.
We conduct research in various areas of data mining and machine learning, publishing at major international conferences (NeurIPS, ICML, etc.). In our latest work we focus on leveraging the power of modern deep learning architectures to address the problems of generative modeling, continual- and meta- learning, modelling of dynamical systems, and imitation and reinforcement learning. In these we also build on our experiences with metric and kernel learning, feature selection, structured regularization, and many other topics explored over the years by our members.
Many of our research directions have been defined on the basis of real world problems. We collaborate with multiple industrial and academic partners on joint projects providing the necessary machine learning expertise. The group receives funding from different sources, such as the Swiss National Science Foundation, SNSF, InnoSuisse (former CTI), the European Union, Horizon 2020, as well as directly from industrial partners.
News
18.12.20242024 Retrospective
As the curtain falls on 2024, it’s time for a DMML favorite: our annual retrospective. If you’ve been following us back in 2019, 2020, 2021, 2022 and 2023, you know the drill. So, grab a cup of coffee (or your favorite celebratory beverage), and let’s unpack the year that kept us busy, excited, and occasionally overwhelmed! Since ...
Read more
11.1.2024Phd position on human musculo-sceletal modelling f…
The Data Mining and Machine Learning group, http://dmml.ch/, at the University of Applied Sciences in Geneva has an opening for a full-time phd position funded by a Swiss National Science Foundation, funding is available for up to four years. Within the project we seek to develop learning methods and models that will accurately replicate human ...
Read more
11.1.2024Post-doc position on human musculo-sceletal modell…
The Data Mining and Machine Learning group, http://dmml.ch/, at the University of Applied Sciences in Geneva has an opening for a full-time post-doc position funded by a Swiss National Science Foundation, funding is available for up to four years. Within the project we seek to develop learning methods and models that will accurately replicate human ...
Read more