Introduction to Preserving Validity In Adaptive Data Analysis
Exploring Preserving Validity In Adaptive Data Analysis reveals several interesting facts. In recent research with a team of computer scientists from industry and academia, Vitaly Feldman, research scientist at IBM ...
Preserving Validity In Adaptive Data Analysis Comprehensive Overview
Thomas Steinke, IBM Almaden https://simons.berkeley.edu/talks/thomas-steinke-12-1-17 Optimization, Statistics and Uncertainty. ... Smith https://simons.berkeley.edu/talks/tutorial-recent-development-differential-privacy (STOC 2015) provides a formal model for studying the power of
Presentation from the Inaugural Berkeley-Stanford Workshop on Veridical
Summary & Highlights for Preserving Validity In Adaptive Data Analysis
- For accompanying lecture notes and readings, see the course website: http://www.gautamkamath.com/CS860-fa2020.html.
- 2015, they showed that differential privacy can help
- This is a recording of Understanding
- A short spotlight talk from ICML 2022 conference. The full paper can be seen here: https://arxiv.org/abs/2201.08704 #icml ...
- Talk 2: Vitaly Feldman and Thomas Steinke Calibrating Noise to Variance in
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