Michael James Fenton

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 7

Top Topics

High Energy Physics

Run Length Encoding

Statistical Dependencies

Inverse Problems

Top Venues

Publications

Nathan Huetsch, Javier Mariño Villadamigo, Alexander Shmakov, Sascha Diefenbacher, Vinicius Mikuni, Theo Heimel, Michael James Fenton, Kevin Greif, Benjamin Nachman, Daniel Whiteson, Anja Butter, Tilman Plehn
The Landscape of Unfolding with Machine Learning. CoRR (2024)
Alexander Shmakov, Kevin Greif, Michael James Fenton, Aishik Ghosh, Pierre Baldi, Daniel Whiteson
Full Event Particle-Level Unfolding with Variable-Length Latent Variational Diffusion. CoRR (2024)
Michael James Fenton, Alexander Shmakov, Hideki Okawa, Yuji Li, Ko-Yang Hsiao, Shih-Chieh Hsu, Daniel Whiteson, Pierre Baldi
Extended Symmetry Preserving Attention Networks for LHC Analysis. CoRR (2023)
Alexander Shmakov, Kevin Greif, Michael James Fenton, Aishik Ghosh, Pierre Baldi, Daniel Whiteson
End-To-End Latent Variational Diffusion Models for Inverse Problems in High Energy Physics. NeurIPS (2023)
Alexander Shmakov, Kevin Greif, Michael James Fenton, Aishik Ghosh, Pierre Baldi, Daniel Whiteson
End-To-End Latent Variational Diffusion Models for Inverse Problems in High Energy Physics. CoRR (2023)
Alexander Shmakov, Michael James Fenton, Ta-Wei Ho, Shih-Chieh Hsu, Daniel Whiteson, Pierre Baldi
SPANet: Generalized Permutationless Set Assignment for Particle Physics using Symmetry Preserving Attention. CoRR (2021)
Michael James Fenton, Alexander Shmakov, Ta-Wei Ho, Shih-Chieh Hsu, Daniel Whiteson, Pierre Baldi
Permutationless Many-Jet Event Reconstruction with Symmetry Preserving Attention Networks. CoRR (2020)