Kuniko Paxton - RankMe

12 papers Misc 2Journal 9Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	EcoFair: Trustworthy and Energy-Aware Routing for Privacy-Preserving Vertically Partitioned Medical Inference. CoRR Mostafa Anoosha, Dhavalkumar Thakker, Kuniko Paxton, Koorosh Aslansefat, Bhupesh Kumar Mishra, Baseer Ahmad, Rameez Raja Kureshi
2026	J	`jnl`	Exploring the Impact of Skin Color on Skin Lesion Segmentation. CoRR Kuniko Paxton, Medina Kapo, Amila Akagic, Koorosh Aslansefat, Dhavalkumar Thakker, Yiannis Papadopoulos
2025	J	`jnl`	Enhancing Fairness in Skin Lesion Classification for Medical Diagnosis Using Prune Learning. CoRR Kuniko Paxton, Koorosh Aslansefat, Dhavalkumar Thakker, Yiannis Papadopoulos, Tanaya Maslekar
2025	J	`jnl`	Evaluating Fairness and Mitigating Bias in Machine Learning: A Novel Technique using Tensor Data and Bayesian Regression. CoRR Kuniko Paxton, Koorosh Aslansefat, Dhavalkumar Thakker, Yiannis Papadopoulos
2025	Misc	`conf`	HybridVFL: Disentangled Feature Learning for Edge-Enabled Vertical Federated Multimodal Classification. UCC Mostafa Anoosha, Zeinab Dehghani, Kuniko Paxton, Koorosh Aslansefat, Dhavalkumar Thakker
2025	J	`jnl`	HybridVFL: Disentangled Feature Learning for Edge-Enabled Vertical Federated Multimodal Classification. CoRR Mostafa Anoosha, Zeinab Dehghani, Kuniko Paxton, Koorosh Aslansefat, Dhavalkumar Thakker
2025	J	`jnl`	Mitigating Individual Skin Tone Bias in Skin Lesion Classification through Distribution-Aware Reweighting. CoRR Kuniko Paxton, Zeinab Dehghani, Koorosh Aslansefat, Dhavalkumar Thakker, Yiannis Papadopoulos
2025	—	`conf`	Safer Skin Lesion Classification with Global Class Activation Probability Map Evaluation and SafeML. IMBSA Kuniko Paxton, Koorosh Aslansefat, Amila Akagic, Dhavalkumar Thakker, Yiannis Papadopoulos
2025	J	`jnl`	Safer Skin Lesion Classification with Global Class Activation Probability Map Evaluation and SafeML. CoRR Kuniko Paxton, Koorosh Aslansefat, Amila Akagic, Dhavalkumar Thakker, Yiannis Papadopoulos
2025	Misc	`conf`	Skewness-Guided Pruning of Multimodal Swin Transformers for Federated Skin Lesion Classification on Edge Devices. UCC Kuniko Paxton, Koorosh Aslansefat, Dhavalkumar Thakker, Yiannis Papadopoulos
2025	J	`jnl`	Skewness-Guided Pruning of Multimodal Swin Transformers for Federated Skin Lesion Classification on Edge Devices. CoRR Kuniko Paxton, Koorosh Aslansefat, Dhavalkumar Thakker, Yiannis Papadopoulos
2024	J	`jnl`	Measuring AI Fairness in a Continuum Maintaining Nuances: A Robustness Case Study. IEEE Internet Comput. Kuniko Paxton, Koorosh Aslansefat, Dhavalkumar Thakker, Yiannis Papadopoulos