Charles Jones

According to our database, Charles Jones authored at least 13 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Automatic dataset shift identification to support root cause analysis of AI performance drift.

Mélanie Roschewitz, Raghav Mehta, Charles Jones, Ben Glocker

CoRR, 2024

Rethinking Fair Representation Learning for Performance-Sensitive Tasks.

Charles Jones, Fabio De Sousa Ribeiro, Mélanie Roschewitz, Daniel C. Castro, Ben Glocker

CoRR, 2024

Mitigating Attribute Amplification in Counterfactual Image Generation.

Tian Xia, Mélanie Roschewitz, Fabio De Sousa Ribeiro, Charles Jones, Ben Glocker

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Synthia's Melody: A Benchmark Framework for Unsupervised Domain Adaptation in Audio.

Chia-Hsin Lin, Charles Jones, Björn W. Schuller, Harry Coppock, Alican Akman

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Developing effective wildfire risk mitigation plans for the wildland urban interface.

Alan T. Murray, Jiwon Baik, Vanessa Echeverri Figueroa, Darlene Rini, Max A. Moritz, Dar A. Roberts, Stuart H. Sweeney, Leila M. V. Carvalho, Charles Jones

Int. J. Appl. Earth Obs. Geoinformation, November, 2023

Synthia's Melody: A Benchmark Framework for Unsupervised Domain Adaptation in Audio.

Chia-Hsin Lin, Charles Jones, Björn W. Schuller, Harry Coppock

CoRR, 2023

No Fair Lunch: A Causal Perspective on Dataset Bias in Machine Learning for Medical Imaging.

Charles Jones, Daniel C. Castro, Fabio De Sousa Ribeiro, Ozan Oktay, Melissa D. McCradden, Ben Glocker

CoRR, 2023

The Role of Subgroup Separability in Group-Fair Medical Image Classification.

Charles Jones, Mélanie Roschewitz, Ben Glocker

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

2022

Structured Uncertainty in the Observation Space of Variational Autoencoders.

James Langley, Miguel Monteiro, Charles Jones, Nick Pawlowski, Ben Glocker

Trans. Mach. Learn. Res., 2022

Risk of Bias in Chest X-ray Foundation Models.

Ben Glocker, Charles Jones, Melanie Bernhardt, Stefan Winzeck

CoRR, 2022

Investigating underdiagnosis of AI algorithms in the presence of multiple sources of dataset bias.

Melanie Bernhardt, Charles Jones, Ben Glocker

CoRR, 2022

2020

An Event-Driven Approach to Serverless Seismic Imaging in the Cloud.

Philipp A. Witte, Mathias Louboutin, Henryk Modzelewski, Charles Jones, James Selvage, Felix J. Herrmann

IEEE Trans. Parallel Distributed Syst., 2020

2019

Serverless seismic imaging in the cloud.

Philipp A. Witte, Mathias Louboutin, Charles Jones, Felix J. Herrmann

CoRR, 2019