Ryan M Rogers
6 papers · 2016–2023 · 1 conference · across top CS/AI conferences
Achievements
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🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (14) 🏃 Academic Marathon (7) 🧭 Keyword Pioneer
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Keyword Champion
(3)
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Trend Setter
Conferences
NIPS (6)
Top co-authors
Research topics
Keywords
differential privacy
(4)
privacy composition
(3)
gaussian noise
(1)
exponential mechanism
(1)
mistake bound
(1)
privacy budget
(1)
sampling error
(1)
linear program
(1)
top-k selection
(1)
prediction market
(1)
privacy-utility tradeoff
(1)
privacy filter
(1)
privacy odometer
(1)
adaptive composition
(1)
solution prediction
(1)
restricted sensitivity
(1)
revealed preference
(1)
forecast error
(1)
market-maker bia
(1)
convergence error
(1)
Papers
Adaptive Privacy Composition for Accuracy-first Mechanisms
NIPS 2023
Brownian Noise Reduction: Maximizing Privacy Subject to Accuracy Constraints
NIPS 2022
Practical Differentially Private Top-k Selection with Pay-what-you-get Composition
NIPS 2019
A Decomposition of Forecast Error in Prediction Markets
NIPS 2017
Privacy Odometers and Filters: Pay-as-you-Go Composition
NIPS 2016
Learning from Rational Behavior: Predicting Solutions to Unknown Linear Programs
NIPS 2016