Rachel Redberg
4 papers · 2021–2023 · 2 conferences · across top CS/AI conferences
Achievements
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🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🌍
Conference Polyglot
(2)
🐝
Cross-Pollinator
(10)
🏆
Keyword Champion
(2)
Conferences
NIPS (3)
AISTATS (1)
Top co-authors
Research topics
Keywords
differential privacy
(4)
linear regression
(2)
objective perturbation
(2)
privacy preservation
(1)
model aggregation
(1)
empirical risk minimization
(1)
algorithmic stability
(1)
sensitivity analysis
(1)
privacy loss
(1)
frequency estimation
(1)
data-adaptive algorithm
(1)
empirical risk minimizer
(1)
per-instance privacy
(1)
data stream processing
(1)
private linear regression
(1)
linear sketch
(1)
quantile sketch
(1)
per-instance differential privacy
(1)
stochastic gradient descent
(1)
convex optimization
(1)
Papers
Improving the Privacy and Practicality of Objective Perturbation for Differentially Private Linear Learners
NIPS 2023
Generalized PTR: User-Friendly Recipes for Data-Adaptive Algorithms with Differential Privacy
AISTATS 2023
Differentially Private Linear Sketches: Efficient Implementations and Applications
NIPS 2022
Privately Publishable Per-instance Privacy
NIPS 2021