Publications

My papers

Humble, R., Shen, M., Latorre, J.A., Darve, E., and Alvarez, J., 2022. Soft Masking for Cost-Constrained Channel Pruning. European Conference on Computer Vision. (Project Page, Paper)
Humble, R., Zhang, Z., O’Shea, F., Darve, E., and Ratner, D., 2024. Coincident learning for unsupervised anomaly detection of scientific instruments. Machine Learning: Science and Technology. (Paper)
Humble, R., O’Shea, F., Colocho, W., Gibbs, M., Chaffee, H., Darve, E., and Ratner, D., 2022. Beam-based rf station fault identification at the SLAC Linac Coherent Light Source. Physical Review Accelerators and Beams. (Paper)
Humble, R., Colocho, W., O’Shea, F., Ratner, D. and Darve, E., 2024. Resilient VAE: Unsupervised Anomaly Detection at the SLAC Linac Coherent Light Source. EPJ Web of Conferences. (Paper)

Klockiewicz, B., Cambier, L., Humble, R., Tchelepi, H. and Darve, E., 2022. Second‐order accurate hierarchical approximate factorizations for solving sparse linear systems. International Journal for Numerical Methods in Engineering. (Paper)
A minor contribution to the ATLAS Liquid Argon Calorimeter Phase-I Upgrade Technical Design Report, 2013. CERN Document Server

(Last updated 11/20/24)