Stress Test for AI Fairness Reveals Which Algorithms Break First Under Biased Labels
Researchers have developed SLF–FST, a stress-testing framework that injects progressive label bias into training data and reveals that Random Forests...
Blake Davidson is a Scienmag editorial specialist profile for Data Science coverage.
Researchers have developed SLF–FST, a stress-testing framework that injects progressive label bias into training data and reveals that Random Forests...
Researchers at the Vellore Institute of Technology have built NEXUS-Rec, a five-signal neural recommender that outperforms strong baselines on MovieLens...
Researchers in China have developed a content-guided attention network that restores color and detail in underwater images through efficient fusion...
Researchers have developed a generative adversarial network framework called StegoAdv-GAN that hides extractable secret messages inside images while simultaneously generating...
Researchers in India have developed TDE-RYOLO, a deep learning framework that combines image dehazing, a modified YOLOv9 detector, and Poisson-based...
An internationally validated deep learning model trained on genomes from more than 47,000 people can distinguish ALS patients from controls...
A new study shows that popular AI explanation methods produce nearly identical heatmaps for different class labels, and introduces CASE,...
Researchers in China have developed a graph neural network algorithm that models item, category and author signals from short-term viewing...
A new parallel deep learning framework combining CNN and Transformer branches with thermodynamic regularization improves the prediction of mutation-induced protein...
Researchers have developed a parallel long short-term memory network with self-attention that reaches 91.6 percent accuracy in recognizing sentiment in...
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© 2025 Scienmag - Science Magazine
© 2025 Scienmag - Science Magazine