Conveners
Industry Session
- Pietro Vischia (Universite Catholique de Louvain (UCL) (BE))
- Simon Akar (University of Cincinnati (US))
Industry Session: Foundation models (IBM)
- Anja Butter
- Lorenzo Moneta (CERN)
From the first images of a black hole by Katie Bouman using Matplotlib to neuroscience research that motivated the development of the scikit-learn library, open source has now revolutionized the way we do science. The scikit-learn software has now been cited more than 50000 times in 10 years. It's the most used software by machine learning experts on kaggle. One considers that about 2 millions...
OpenAi’s GPT-3 language model has triggered a new generation of Machine Learning models. Leveraging transformers architectures at billion-size parameters trained on massive unlabeled datasets, these language models achieve new capabilities such as text generation, question answering, or even zero-shot learning - tasks the model has not been explicitly trained for. However, training these...
AI is having a transformational impact for accelerating discovery. Massive volumes of scientific data, which are continuously growing due to tireless efforts from many scientific communities of discovery, are enabling data-driven AI methods to be developed at ever increasing scale and applied in novel ways to breakthrough bottlenecks in the scientific method, and to speed up the discovery...
