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Issue2vec: Legal Issue Embeddings Using Citegrams
(2022-01-20)
Most case law decisions are divided into discrete sections that address specific legal issues. But even though those sections are generally independent from one another, unrefined machine learning and natural language ...
Minimizing NUMA Effects on Machine Learning Workloads in Virtualized Environments
(2021-05-25)
This thesis is an investigation into the performance ramifications of making specialized component reservations for machine learning workloads in virtualized environments. The reliance of machine learning on floating-point ...
An Accessible Library for Machine Learning with Homomorphic Encryption
(2021-11-08)
Homomorphic encryption allows computation on encrypted ciphertext so that decrypted plaintext produces a semantically useful computation. Since this comes at a tremendous computation cost for general-purpose computing, the ...