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01/26/2023
GPU-based Private Information Retrieval for On-Device Machine Learning Inference
On-device machine learning (ML) inference can enable the use of private ...
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05/18/2020
Improving the Effectiveness of Traceability Link Recovery using Hierarchical Bayesian Networks
Traceability is a fundamental component of the modern software developme...
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04/17/2020
Efficient, arbitrarily high precision hardware logarithmic arithmetic for linear algebra
The logarithmic number system (LNS) is arguably not broadly used due to ...
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11/01/2018
Rethinking floating point for deep learning
Reducing hardware overhead of neural networks for faster or lower power ...
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08/09/2017
An evaluation of large-scale methods for image instance and class discovery
This paper aims at discovering meaningful subsets of related images from...
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02/28/2017
Billion-scale similarity search with GPUs
Similarity search finds application in specialized database systems hand...
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12/24/2014