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05/25/2023
On Influence Functions, Classification Influence, Relative Influence, Memorization and Generalization
Machine learning systems such as large scale recommendation systems or n...
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03/08/2022
CIDER: Exploiting Hyperspherical Embeddings for Out-of-Distribution Detection
Out-of-distribution (OOD) detection is a critical task for reliable mach...
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04/06/2021
Enabling Inference Privacy with Adaptive Noise Injection
User-facing software services are becoming increasingly reliant on remot...
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11/13/2019
Adversarial Examples in Modern Machine Learning: A Review
Recent research has found that many families of machine learning models ...
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06/11/2018