Ryan Rogers
10 papers · 2016–2023 · 4 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (12)
π
Keyword Champion
(2)
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Century Club Β· Bronze
π₯
Unstoppable Β· Bronze
Venues
Top co-authors
Research topics
Keywords
differential privacy
(7)
hypothesis testing
(3)
mean estimation
(2)
exponential mechanism
(2)
confidence interval
(2)
independence testing
(2)
adaptive composition
(2)
goodness of fit
(2)
chi-square test
(2)
local differential privacy
(2)
gaussian mechanism
(1)
lower bound
(1)
privacy loss
(1)
minimax estimation
(1)
gaussian distribution
(1)
point estimate
(1)
streaming algorithm
(1)
adaptive data analysis
(1)
statistical test
(1)
top-k selection
(1)
Papers
Fully-Adaptive Composition in Differential Privacy
ICML 2023
Differentially Private Histograms under Continual Observation: Streaming Selection into the Unknown
AISTATS 2022
Bounding, Concentrating, and Truncating: Unifying Privacy Loss Composition for Data Analytics
ALT 2021
Guaranteed Validity for Empirical Approaches to Adaptive Data Analysis
AISTATS 2020
Optimal Differential Privacy Composition for Exponential Mechanisms
ICML 2020
Locally Private Mean Estimation: Z-test and Tight Confidence Intervals
AISTATS 2019
Lower Bounds for Locally Private Estimation via Communication Complexity
COLT 2019
Local Private Hypothesis Testing: Chi-Square Tests
ICML 2018
A New Class of Private Chi-Square Hypothesis Tests
AISTATS 2017
Differentially Private Chi-Squared Hypothesis Testing: Goodness of Fit and Independence Testing
ICML 2016