Ryan M Rogers
6 papers · 2016–2023 · 1 venue · across top CS/AI venues
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Achievements
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๐ Academic Marathon ยท Sprint ๐ Interdisciplinary Bridge ยท Silver ๐ฃ Hot Topic Early Bird ๐ Keyword Champion (3) ๐งญ Keyword Pioneer
๐
Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(5)
Application Areas
(4)
Mathematics & Optimization
(2)
Security & Privacy
(2)
Differential Privacy
(2)
Optimization & Theory
(2)
Artificial Intelligence
(1)
Computer Science
(1)
Core AI
(1)
Core Methods
(1)
Foundations
(1)
Learning Types
(1)
Mathematics
(1)
Optimization
(1)
Privacy
(1)
Keywords
differential privacy
(4)
privacy composition
(3)
gaussian noise
(1)
exponential mechanism
(1)
mistake bound
(1)
privacy-utility trade-off
(1)
privacy budget
(1)
sampling error
(1)
linear program
(1)
top-k selection
(1)
prediction market
(1)
privacy filter
(1)
privacy odometer
(1)
adaptive composition
(1)
solution prediction
(1)
composition theorem
(1)
restricted sensitivity
(1)
revealed preference
(1)
forecast error
(1)
market-maker bia
(1)
Papers
Adaptive Privacy Composition for Accuracy-first Mechanisms
NeurIPS 2023
Brownian Noise Reduction: Maximizing Privacy Subject to Accuracy Constraints
NeurIPS 2022
Practical Differentially Private Top-k Selection with Pay-what-you-get Composition
NeurIPS 2019
A Decomposition of Forecast Error in Prediction Markets
NeurIPS 2017
Learning from Rational Behavior: Predicting Solutions to Unknown Linear Programs
NeurIPS 2016
Privacy Odometers and Filters: Pay-as-you-Go Composition
NeurIPS 2016