Differential Privacy
topic on 3 shows · 5 statements across 5 episodes
the Y Combinator Startup Podcast 
the MAD Podcast 
the a16z Podcast
5 statements about Differential Privacy, every show
Differential privacy fails on fine-grained analysis like genome-wide association studies
“The challenge with that, it actually doesn't work very well if you need really fine-grained analysis as you would, for example genome-wide association studies.”
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.”
Aaronson: Differential privacy and quantum shadow tomography share a mathematical connection
“There's a, you know, precise mathematical connection between these two problems. You can prove it. You know, it goes in both directions, and then we were actually able to use it to, you know, take work that's been done in differential privacy by people who don…”
Jordan argues differential privacy is rarely analyzed for statistical inference
“Differential privacy has mostly not been thought about inferentially”