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11/03/2021
Towards Sparse Federated Analytics: Location Heatmaps under Distributed Differential Privacy with Secure Aggregation
We design a scalable algorithm to privately generate location heatmaps o...
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03/14/2020
Decentralized Policy-Based Private Analytics
We are increasingly surrounded by applications, connected devices, servi...
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04/18/2019
Creative Procedural-Knowledge Extraction From Web Design Tutorials
Complex design tasks often require performing diverse actions in a speci...
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03/25/2019
Augmenting Gastrointestinal Health: A Deep Learning Approach to Human Stool Recognition and Characterization in Macroscopic Images
Purpose - Functional bowel diseases, including irritable bowel syndrome,...
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07/02/2018
How To Backdoor Federated Learning
Federated learning enables multiple participants to jointly construct a ...
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05/25/2016
Yum-me: A Personalized Nutrient-based Meal Recommender System
Nutrient-based meal recommendations have the potential to help individua...
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12/21/2015