Monika Henzinger
7 papers · 2017–2025 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+1 more ↓ Show less ↑
🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird
🏆
Keyword Champion
(2)
Venues
Top co-authors
Research topics
Machine Learning
(6)
Mathematics & Optimization
(3)
Application Areas
(3)
Core Methods
(3)
Artificial Intelligence
(2)
Data Science & Analytics
(2)
Security & Privacy
(2)
Applications
(2)
Core AI
(2)
Differential Privacy
(2)
Optimization
(2)
Optimization & Theory
(2)
Learning Types
(1)
Mathematics
(1)
Keywords
differential privacy
(3)
additive error
(2)
k-means clustering
(2)
graph clustering
(1)
random walk
(1)
stochastic process
(1)
coreset construction
(1)
algorithm
(1)
competitive analysis
(1)
online algorithm
(1)
streaming algorithm
(1)
approximation algorithm
(1)
randomized algorithm
(1)
local algorithm
(1)
privacy loss
(1)
local privacy
(1)
error bound
(1)
leverage score sampling
(1)
diffusion process
(1)
spectral clustering
(1)
Papers
Differentially Private Continual Release of Histograms and Related Queries
AISTATS 2025
Continual Counting with Gradual Privacy Expiration
NeurIPS 2024
Data-Efficient Learning via Clustering-Based Sensitivity Sampling: Foundation Models and Beyond
ICML 2024
Making Old Things New: A Unified Algorithm for Differentially Private Clustering
ICML 2024
Constant Matters: Fine-grained Error Bound on Differentially Private Continual Observation
ICML 2023
Simple, Scalable and Effective Clustering via One-Dimensional Projections
NeurIPS 2023
Capacity Releasing Diffusion for Speed and Locality
ICML 2017