Monika Henzinger
7 papers · 2017–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🏃 Academic Marathon (8) 🐝 Cross-Pollinator (9)
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Hot Topic Early Bird
Conferences
ICML (4)
NIPS (2)
AISTATS (1)
Top co-authors
Research topics
Keywords
differential privacy
(2)
spectral clustering
(1)
graph clustering
(1)
k-means clustering
(1)
diffusion process
(1)
random walk
(1)
stochastic process
(1)
coreset construction
(1)
online algorithm
(1)
streaming algorithm
(1)
approximation algorithm
(1)
randomized algorithm
(1)
local algorithm
(1)
privacy loss
(1)
competitive analysis
(1)
error bound
(1)
additive error
(1)
continual observation
(1)
matrix mechanism
(1)
completely bounded norm
(1)
Papers
Differentially Private Continual Release of Histograms and Related Queries
AISTATS 2025
Making Old Things New: A Unified Algorithm for Differentially Private Clustering
ICML 2024
Continual Counting with Gradual Privacy Expiration
NIPS 2024
Data-Efficient Learning via Clustering-Based Sensitivity Sampling: Foundation Models and Beyond
ICML 2024
Simple, Scalable and Effective Clustering via One-Dimensional Projections
NIPS 2023
Constant Matters: Fine-grained Error Bound on Differentially Private Continual Observation
ICML 2023
Capacity Releasing Diffusion for Speed and Locality
ICML 2017