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research programs european laboratory for learning and intelligent systems research programs ellis jobs become a member for media contact intranet research members about news events research ellis fosters international collaboration across domains connecting top researchers while investing in the next generation of ai talent read more phd postdoc program sites research programs jobs ellis phd award projects building on ellis conference contributions cross network publications members ellis members are leading scientists in machine learning and ai shaping europe s global position in these fields read more become a member members list become a fellow fellows list about ellis is a pan european ai network of excellence built upon machine learning as the driver for modern ai read more board organisation ellis faq ellis open letter ellis position paper partnerships sponsorships donations for media contact annual report home research research programs ellis research programs ellis research programs bring together academics at regular meetings throughout europe to promote free exchange of ideas and help create a european community of top ai researchers to retain and attract talent together they stand up for european interests and generate high international visibility discover the ellis research programs ellis health we drive cutting edge ai ml research to revolutionize biomedicine and healthcare by tackling critical challenges we shape the future of ai driven health read more ellis robot learning closing the reality gap this program focuses on central questions for closing the real world gap for intelligent systems how should the robot move how to act how to interact how can read more geometric deep learning our mission is to establish geometric principles such as structure symmetry and invariance as a foundational language for deep learning this approach provides read more human centric machine learning help to ensure widespread benefits to and acceptance from the public by guaranteeing transparency clear accountability interpretability and fairness of read more interactive learning and interventional representations we rethink the principles of interactive models of learning exploring the role of causal modelling in bridging the gap between observational and interventional read more learning for graphics and vision the members of the ellis program learning for graphics and vision see a big opportunity to integrate classical computer graphics geometry processing and 3d read more machine learning and computer vision to provide a forum for meaningful scientific interactions between leading european computer vision researchers read more machine learning for earth and climate sciences goal model and understand the earth system with machine learning and process understanding spatio temporal anomaly and extreme events detection read more machine learning for molecule discovery to accelerate molecular discovery using machine learning and ai with the goal of tackling global challenges like disease and climate change and promoting read more multimodal learning systems the goal of this program is to provide a venue to disseminate discuss and synthesize the latest developments in the area of multimodal learning systems including read more natural intelligence to advance the science of natural intelligence by investigating how an evolving brain learns across tasks and domains our program shifts focus from task centric read more natural language processing natural language processing nlp and large language models llms are transforming the way humans communicate with each other and with machines with numerous read more quantum and physics based machine learning the aim of the ellis program quantum and physics based machine learning qphml is to use concepts from quantum physics and statistical physics to develop novel read more robust machine learning focus of the program principles and methods for robust ml quantification and verification of robust ml applications in health read more semantic symbolic and interpretable machine learning this program concerns machine learning ml approaches which operate at the human abstraction level where the world is described by entities concepts and their read more theory algorithms and computations of modern learning systems the rapid development of machine learning and ai has left a widening gap between empirical performance and theoretical understanding the program brings together read more if you re passionate about pushing the boundaries of ai research in a specific area and want to be part of the dynamic and collaborative european ecosystem an ellis program is the place to be it s a great way to make meaningful connections and amplify your work across the european research scene josé miguel hernández lobato co director ellis program machine learning for molecule discovery how to start an ellis research program while there is currently no call for new programs check out the requirements and evaluation criteria for ellis research programs see the program proposal guidelines latest news from ellis research programs contact ana saraiva ayash instituto superior técnico ist ellis society home research phd postdoc program sites research programs jobs ellis phd award projects building on ellis conference contributions cross network publications members become a member members list become a fellow fellows list about board organisation ellis faq ellis open letter ellis position paper partnerships sponsorships donations for media contact annual report news events jobs become a member for media contact intranet x linkedin bluesky facebook ellis edge newsletter join the 6 000 people who get the monthly newsletter filled with the latest news jobs events and insights from the ellis network submit x linkedin bluesky facebook contact imprint privacy policy newsletter intranet submit a bug request a change