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differential privacy

3 statements across 3 episodes · 0 bullish · 0 bearish · 3 people on the record · first statement Jul 28, 2017 by Michael Jordan · across every show →

Everything said about differential privacy, oldest first

Jul 28, 2017
Assertion Not checkable as stated
Jordan argues differential privacy is rarely analyzed for statistical inference
“Differential privacy has mostly not been thought about inferentially”
Michael Jordan Jul 28, 2017 ▶ 7:12 Michael Jordan
Jul 28, 2017
Assertion Supported
Formal proof of differential privacy implementations remains unsolved, says Kathryn McKinley
“And so we've come, we've taken some good steps in this direction. But we haven't done the very hardest step, which is to prove in the implementation of differential privacy that you actually get it.”
Kathryn McKinley Jul 28, 2017 ▶ 15:25 Kathryn McKinley
Jan 2, 2019
Assertion Supported
Chen: Differential privacy guarantees inherently reduce AI prediction accuracy
“So there's a trade-off between how much security you can guarantee and then the accuracy of their predictions.”
Frank Chen Jan 2, 2019 ▶ 7:54 a16z Podcast | Apple and the Widgetification of Everything
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