2 papers
cs.LG2026
Proactive Routing to Interpretable Surrogates with Distribution-Free Safety Guarantees
Iqtedar Uddin, Mazin Khider, André Bauer
Model routing determines whether to use an accurate black-box model or a simpler surrogate that approximates it at lower cost or greater interpretability. In deployment settings, p…
cs.CR2025
Efficient Privacy-Preserving Recommendation on Sparse Data using Fully Homomorphic Encryption
Moontaha Nishat Chowdhury, André Bauer, Minxuan Zhou
In today's data-driven world, recommendation systems personalize user experiences across industries but rely on sensitive data, raising privacy concerns. Fully homomorphic encrypti…