34 citations · 75 across the 8 of their papers we have counts for
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cs.LG2022★ 3 cited
AI Gone Astray: Technical Supplement
Janice Yang, Ludvig Karstens, Casey Ross +1
This study is a technical supplement to "AI gone astray: How subtle shifts in patient data send popular algorithms reeling, undermining patient safety." from STAT News, which inves…
cs.LG2022★ 2 cited
Syfer: Neural Obfuscation for Private Data Release
Adam Yala, Victor Quach, Homa Esfahanizadeh +5
Balancing privacy and predictive utility remains a central challenge for machine learning in healthcare. In this paper, we develop Syfer, a neural obfuscation method to protect aga…