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12/03/2021
Neural Pseudo-Label Optimism for the Bank Loan Problem
We study a class of classification problems best exemplified by the bank...
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06/30/2020
Similarity Search for Efficient Active Learning and Search of Rare Concepts
Many active learning and search approaches are intractable for industria...
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12/02/2018
SentiNet: Detecting Physical Attacks Against Deep Learning Systems
SentiNet is a novel detection framework for physical attacks on neural n...
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11/25/2018
Faster CryptoNets: Leveraging Sparsity for Real-World Encrypted Inference
Homomorphic encryption enables arbitrary computation over data while it ...
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11/25/2018
A Fully Private Pipeline for Deep Learning on Electronic Health Records
We introduce an end-to-end private deep learning framework, applied to t...
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11/25/2018
Privacy-Preserving Action Recognition for Smart Hospitals using Low-Resolution Depth Images
Computer-vision hospital systems can greatly assist healthcare workers a...
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03/29/2018