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20222026
most citedWelfare and Fairness Dynamics in Federated Learning: A Client Selection Perspective

2 citations · 3 across the 5 of their papers we have counts for

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physics.optics2025

Circulating tumor cell detection in cancer patients using in-flow deep learning holography

Kevin Mallery, Nathaniel R. Bristow, Nicholas Heller +20

Circulating tumor cells (CTCs) are cancer cells found in the bloodstream that serve as biomarkers for early cancer detection, prognostication, and disease monitoring. However, CTC…

cs.LG2025

Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification

Le Peng, Yash Travadi, Chuan He +2

For classification with imbalanced class frequencies, i.e., imbalanced classification (IC), standard accuracy is known to be misleading as a performance measure. While most existin…