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Defending Medical Image Diagnostics against Privacy Attacks using Generative Methods

Mar 04, 2021
William Paul, Yinzhi Cao, Miaomiao Zhang, Phil Burlina

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RENATA: REpreseNtation And Training Alteration for Bias Mitigation

Dec 11, 2020
William Paul, Armin Hadzic, Neil Joshi, Phil Burlina

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AI Progress in Skin Lesion Analysis

Oct 09, 2020
Philippe M. Burlina, William Paul, Phil A. Mathew, Neil J. Joshi, Alison W. Rebman, John N. Aucott

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Rényi Generative Adversarial Networks

Jun 03, 2020
Himesh Bhatia, William Paul, Fady Alajaji, Bahman Gharesifard, Philippe Burlina

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Addressing Artificial Intelligence Bias in Retinal Disease Diagnostics

May 08, 2020
Philippe Burlina, Neil Joshi, William Paul, Katia D. Pacheco, Neil M. Bressler

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Unsupervised Semantic Attribute Discovery and Control in Generative Models

Feb 25, 2020
William Paul, I-Jeng Wang, Fady Alajaji, Philippe Burlina

* 14 pages, 10 figures, preprint 

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Hierarchical Variational Imitation Learning of Control Programs

Dec 29, 2019
Roy Fox, Richard Shin, William Paul, Yitian Zou, Dawn Song, Ken Goldberg, Pieter Abbeel, Ion Stoica

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Ray: A Distributed Framework for Emerging AI Applications

Sep 30, 2018
Philipp Moritz, Robert Nishihara, Stephanie Wang, Alexey Tumanov, Richard Liaw, Eric Liang, Melih Elibol, Zongheng Yang, William Paul, Michael I. Jordan, Ion Stoica

* 17 pages, 14 figures, 13th USENIX Symposium on Operating Systems Design and Implementation, 2018 

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Real-Time Machine Learning: The Missing Pieces

May 19, 2017
Robert Nishihara, Philipp Moritz, Stephanie Wang, Alexey Tumanov, William Paul, Johann Schleier-Smith, Richard Liaw, Mehrdad Niknami, Michael I. Jordan, Ion Stoica

* 6 pages, 3 figures 

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