68 citations · 68 across the 7 of their papers we have counts for
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cs.LG2025
Beyond saliency: enhancing explanation of speech emotion recognition with expert-referenced acoustic cues
Seham Nasr, Zhao Ren, David Johnson
Explainable AI (XAI) for Speech Emotion Recognition (SER) is critical for building transparent, trustworthy models. Current saliency-based methods, adapted from vision, highlight s…
cs.LG2022★ 68 cited
A Survey of Machine Unlearning
Thanh Tam Nguyen, Thanh Trung Huynh, Zhao Ren +4
Today, computer systems hold large amounts of personal data. Yet while such an abundance of data allows breakthroughs in artificial intelligence, and especially machine learning (M…