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06/07/2023
Prefix Siphoning: Exploiting LSM-Tree Range Filters For Information Disclosure (Full Version)
Key-value stores typically leave access control to the systems for which...
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02/28/2022
Fast Feature Selection with Fairness Constraints
We study the fundamental problem of selecting optimal features for model...
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02/21/2022
Non-Volatile Memory Accelerated Posterior Estimation
Bayesian inference allows machine learning models to express uncertainty...
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02/21/2022
Non-Volatile Memory Accelerated Geometric Multi-Scale Resolution Analysis
Dimensionality reduction algorithms are standard tools in a researcher's...
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04/12/2021
A High-Performance Persistent Memory Key-Value Store with Near-Memory Compute
MCAS (Memory Centric Active Storage) is a persistent memory tier for hig...
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02/26/2021