Alessandro Epasto

Affiliations

Google

papers

159

total citations

papers (10)

Differentially Private Graph Learning via Sensitivity-Bounded Personalized PageRank

NEURIPS 2022arXiv

citations

Optimal Approximation - Smoothness Tradeoffs for Soft-Max Functions

NEURIPS 2020arXiv

citations

Perturb-and-Project: Differentially Private Similarities and Marginals

ICML 2024arXiv

citations

Self-Boost via Optimal Retraining: An Analysis via Approximate Message Passing

NEURIPS 2025arXiv

citations

Smoothly Bounding User Contributions in Differential Privacy

NEURIPS 2020

citations

Near-Optimal Private and Scalable $k$-Clustering

NEURIPS 2022

citations

$k$-Means Clustering with Distance-Based Privacy

NEURIPS 2023

citations

Alessandro Epasto

Affiliations

papers (10)

Fair Hierarchical Clustering

Sliding Window Algorithms for k-Clustering Problems

Private estimation algorithms for stochastic block models and mixture models

Differentially Private Graph Learning via Sensitivity-Bounded Personalized PageRank

Optimal Approximation - Smoothness Tradeoffs for Soft-Max Functions

Perturb-and-Project: Differentially Private Similarities and Marginals

Self-Boost via Optimal Retraining: An Analysis via Approximate Message Passing

Smoothly Bounding User Contributions in Differential Privacy

Near-Optimal Private and Scalable $k$-Clustering

$k$-Means Clustering with Distance-Based Privacy

papers (10)

Fair Hierarchical Clustering

Sliding Window Algorithms for k-Clustering Problems

Private estimation algorithms for stochastic block models and mixture models

Differentially Private Graph Learning via Sensitivity-Bounded Personalized PageRank

Optimal Approximation - Smoothness Tradeoffs for Soft-Max Functions

Perturb-and-Project: Differentially Private Similarities and Marginals

Self-Boost via Optimal Retraining: An Analysis via Approximate Message Passing

Smoothly Bounding User Contributions in Differential Privacy

Near-Optimal Private and Scalable $k$-Clustering

$k$-Means Clustering with Distance-Based Privacy