Search Results - "Sanders, Hillary"

Catastrophic Forgetting in the Context of Model Updates by Harang, Rich, Sanders, Hillary

“…A large obstacle to deploying deep learning models in practice is the process of updating models post-deployment (ideally, frequently). Deep neural networks…”
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Magnificent Minified Models by Harang, Rich, Sanders, Hillary

“…This paper concerns itself with the task of taking a large trained neural network and 'compressing' it to be smaller by deleting parameters or entire neurons,…”
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A Deep Learning Approach to Fast, Format-Agnostic Detection of Malicious Web Content by Saxe, Joshua, Harang, Richard, Wild, Cody, Sanders, Hillary

“…Malicious web content is a serious problem on the Internet today. In this paper we propose a deep learning approach to detecting malevolent web pages. While…”
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A Deep Learning Approach to Fast, Format-Agnostic Detection of Malicious Web Content by Saxe, Joshua, Harang, Richard, Wild, Cody, Sanders, Hillary

“…Malicious web content is a serious problem on the Internet today. In this paper we propose a deep learning approach to detecting malevolent web pages. While…”
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