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2020 – today
- 2025
[c6]Charles Jones, Fabio De Sousa Ribeiro, Mélanie Roschewitz, Daniel C. Castro, Ben Glocker:
Rethinking Fair Representation Learning for Performance-Sensitive Tasks. ICLR 2025- [c5]Anissa Alloula, Charles Jones, Ben Glocker, Bartlomiej W. Papiez:
Subgroups Matter for Robust Bias Mitigation. ICML 2025 - [c4]Mélanie Roschewitz, Raghav Mehta, Charles Jones, Ben Glocker:
Automatic Dataset Shift Identification to Support Safe Deployment of Medical Imaging AI. MICCAI (7) 2025: 67-76 - [i15]Anissa Alloula, Charles Jones, Ben Glocker, Bartlomiej W. Papiez:
Subgroups Matter for Robust Bias Mitigation. CoRR abs/2505.21363 (2025) - [i14]Fabio De Sousa Ribeiro, Omar Todd, Charles Jones, Avinash Kori, Raghav Mehta, Ben Glocker:
Flow Stochastic Segmentation Networks. CoRR abs/2507.18838 (2025) - [i13]Charles Jones, Ben Glocker:
A Primer on Causal and Statistical Dataset Biases for Fair and Robust Image Analysis. CoRR abs/2509.04295 (2025) - [i12]Anissa Alloula, Charles Jones, Zuzanna Skorniewska, Francesco Quinzan, Bartlomiej W. Papiez:
Representation Invariance and Allocation: When Subgroup Balance Matters. CoRR abs/2512.09496 (2025) - 2024
- [c3]Chia-Hsin Lin, Charles Jones, Björn W. Schuller, Harry Coppock, Alican Akman:
Synthia's Melody: A Benchmark Framework for Unsupervised Domain Adaptation in Audio. ICASSP 2024: 7450-7454 - [c2]Tian Xia, Mélanie Roschewitz, Fabio De Sousa Ribeiro
, Charles Jones, Ben Glocker:
Mitigating Attribute Amplification in Counterfactual Image Generation. MICCAI (10) 2024: 546-556 - [i11]Tian Xia, Mélanie Roschewitz, Fabio De Sousa Ribeiro, Charles Jones, Ben Glocker:
Mitigating attribute amplification in counterfactual image generation. CoRR abs/2403.09422 (2024) - [i10]Charles Jones, Fabio De Sousa Ribeiro, Mélanie Roschewitz, Daniel C. Castro, Ben Glocker:
Rethinking Fair Representation Learning for Performance-Sensitive Tasks. CoRR abs/2410.04120 (2024) - [i9]Mélanie Roschewitz, Raghav Mehta, Charles Jones, Ben Glocker:
Automatic dataset shift identification to support root cause analysis of AI performance drift. CoRR abs/2411.07940 (2024) - 2023
- [j3]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:
Developing effective wildfire risk mitigation plans for the wildland urban interface. Int. J. Appl. Earth Obs. Geoinformation 124: 103531 (2023) - [c1]Charles Jones, Mélanie Roschewitz, Ben Glocker:
The Role of Subgroup Separability in Group-Fair Medical Image Classification. MICCAI (3) 2023: 179-188 - [i8]Charles Jones, Mélanie Roschewitz, Ben Glocker:
The Role of Subgroup Separability in Group-Fair Medical Image Classification. CoRR abs/2307.02791 (2023) - [i7]Charles Jones, Daniel C. Castro, Fabio De Sousa Ribeiro, Ozan Oktay, Melissa D. McCradden, Ben Glocker:
No Fair Lunch: A Causal Perspective on Dataset Bias in Machine Learning for Medical Imaging. CoRR abs/2307.16526 (2023) - [i6]Chia-Hsin Lin, Charles Jones, Björn W. Schuller, Harry Coppock:
Synthia's Melody: A Benchmark Framework for Unsupervised Domain Adaptation in Audio. CoRR abs/2309.15024 (2023) - 2022
- [j2]James Langley, Miguel Monteiro, Charles Jones, Nick Pawlowski, Ben Glocker:
Structured Uncertainty in the Observation Space of Variational Autoencoders. Trans. Mach. Learn. Res. 2022 (2022) - [i5]Melanie Bernhardt, Charles Jones, Ben Glocker:
Investigating underdiagnosis of AI algorithms in the presence of multiple sources of dataset bias. CoRR abs/2201.07856 (2022) - [i4]James Langley, Miguel Monteiro, Charles Jones, Nick Pawlowski, Ben Glocker:
Structured Uncertainty in the Observation Space of Variational Autoencoders. CoRR abs/2205.12533 (2022) - [i3]Ben Glocker, Charles Jones, Melanie Bernhardt, Stefan Winzeck:
Risk of Bias in Chest X-ray Foundation Models. CoRR abs/2209.02965 (2022) - 2020
- [j1]Philipp A. Witte, Mathias Louboutin, Henryk Modzelewski, Charles Jones, James Selvage, Felix J. Herrmann:
An Event-Driven Approach to Serverless Seismic Imaging in the Cloud. IEEE Trans. Parallel Distributed Syst. 31(9): 2032-2049 (2020)
2010 – 2019
- 2019
- [i2]Philipp A. Witte, Mathias Louboutin, Henryk Modzelewski, Charles Jones, James Selvage, Felix J. Herrmann:
An Event-Driven Approach to Serverless Seismic Imaging in the Cloud. CoRR abs/1909.01279 (2019) - [i1]Philipp A. Witte, Mathias Louboutin, Charles Jones, Felix J. Herrmann:
Serverless seismic imaging in the cloud. CoRR abs/1911.12447 (2019)
Coauthor Index
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