Selected Publications

Author of over 300 papers with the ATLAS Collaboration. This is a list of selected publications with substantial personal contribution.

Machine Learning Conference Publications

Machine Learning Workshop Contributions

Streamlining Tensor and Network Pruning in PyTorch, M.Paganini, J.Forde, ICLR 2020 "Practical ML for Developing Countries" workshop.

On Iterative Neural Network Pruning, Reinitialization, and the Similarity of Masks, M. Paganini, J. Forde, ICLR 2020 "Practical ML for Developing Countries" workshop.

The Scientific Method in the Science of Machine Learning, J. Forde, M. Paganini, ICLR 2019 "Debugging ML" workshop.

Physics Journal Publications

Physics Conference Publications


PhD Thesis


A Roadmap for HEP Software and Computing R&D for the 2020s, HEP Software Foundation: J. Albrecht et al.