Playlist: 25 videos Workshops

Big Data and Differential Privacy

Dec. 11 – Dec. 14, 2013

Analysis of large datasets of potentially sensitive private information about individuals raises natural privacy concerns. Differential Privacy is a recent area of research that brings mathematical rigor to the problem of...

0:58:56

Selective Inference and False Discovery Rate I

Yoav Benjamini, Tel Aviv University
Big Data and Differential Privacy
http://simons.berkeley.edu/talks/yoav-benjamini-2013-12-11a
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1:13:0

Selective Inference and False Discovery Rate II

Yoav Benjamini, Tel Aviv University
Big Data and Differential Privacy
http://simons.berkeley.edu/talks/yoav-benjamini-2013-12-11b
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0:21:29

Musings on False Discovery Rate

Omer Reingold, Microsoft Research
Big Data and Differential Privacy
http://simons.berkeley.edu/talks/omer-reingold-2013-12-11
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1:34:17

Tutorial on Differential Privacy

Katrina Ligett, California Institute of Technology
Big Data and Differential Privacy
http://simons.berkeley.edu/talks/katrina-ligett-2013-12-11
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0:25:18

DP-WHERE: Differentially Private Modeling of Human Mobility

Rebecca Wright, Rutgers University
Big Data and Differential Privacy
http://simons.berkeley.edu/talks/rebecca-wright-2013-12-11
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0:24:14

Real-time Aggregate Monitoring with Differential Privacy

Li Xiong, Emory University
Big Data and Differential Privacy
http://simons.berkeley.edu/talks/li-xiong-2013-12-11
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0:19:19

Dual Query Release: A Practical Algorithm for Private Analysis of High Dimensional Data

Justin Hsu, University of Pennsylvania
Big Data and Differential Privacy
http://simons.berkeley.edu/talks/justin-hsu-2013-12-11
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0:18:2

Differential Privacy and Stochastic Gradient Descent

Anand Sarwate, Toyota Technological Institute, Chicago
Big Data and Differential Privacy
http://simons.berkeley.edu/talks/anand-sarwate-2013-12-11
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1:22:17

Learning and DP

Jonathan Ullman, Harvard University
Big Data and Differential Privacy
http://simons.berkeley.edu/talks/jonathan-ullman-2013-12-12
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0:44:9

Active Statistical Query Learning with Connections to Privacy

Nina Balcan, Georgia Institute of Technology
Big Data and Differential Privacy
http://simons.berkeley.edu/talks/nina-balcan-2013-12-12
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