Kuniko Paxton

Orcid: 0009-0000-8897-9775

According to our database¹, Kuniko Paxton authored at least 9 papers between 2024 and 2026.

Collaborative distances:

Dijkstra number² of five.
Erdős number³ of four.

Timeline

Legend:

Book In proceedings Article PhD thesis Dataset Other

Links

On csauthors.net:

Bibliography

2026

Exploring the Impact of Skin Color on Skin Lesion Segmentation.

[BibT_eX]

[DOI]

CoRR, March, 2026

EcoFair: Trustworthy and Energy-Aware Routing for Privacy-Preserving Vertically Partitioned Medical Inference.

[BibT_eX]

[DOI]

CoRR, March, 2026

2025

Mitigating Individual Skin Tone Bias in Skin Lesion Classification through Distribution-Aware Reweighting.

[BibT_eX]

[DOI]

CoRR, December, 2025

Enhancing Fairness in Skin Lesion Classification for Medical Diagnosis Using Prune Learning.

[BibT_eX]

[DOI]

CoRR, September, 2025

Evaluating Fairness and Mitigating Bias in Machine Learning: A Novel Technique using Tensor Data and Bayesian Regression.

[BibT_eX]

[DOI]

CoRR, June, 2025

Skewness-Guided Pruning of Multimodal Swin Transformers for Federated Skin Lesion Classification on Edge Devices.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE/ACM International Conference on Utility and Cloud Computing, 2025

HybridVFL: Disentangled Feature Learning for Edge-Enabled Vertical Federated Multimodal Classification.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE/ACM International Conference on Utility and Cloud Computing, 2025

Safer Skin Lesion Classification with Global Class Activation Probability Map Evaluation and SafeML.

[BibT_eX]

[DOI]

Proceedings of the Model-Based Safety and Assessment - 9th International Symposium, 2025

2024

Measuring AI Fairness in a Continuum Maintaining Nuances: A Robustness Case Study.

[BibT_eX]

[DOI]

IEEE Internet Comput., 2024

Kuniko Paxton

Timeline

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Links

On csauthors.net:

Bibliography

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