Eliad Tsfadia
7 papers · 2020–2026 · 3 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (15) π₯ Unstoppable Β· Bronze
β
The Questioner
Venues
Top co-authors
Research topics
Keywords
differential privacy
(7)
sample complexity
(5)
k-means clustering
(2)
online learning
(1)
principal component analysis
(1)
pac learning
(1)
mean estimation
(1)
outlier detection
(1)
vc dimension
(1)
statistical query
(1)
gradient descent
(1)
singular value decomposition
(1)
halfspace learning
(1)
curse of dimensionality
(1)
concept class
(1)
halfspace classification
(1)
high-dimensional data
(1)
lower bound
(1)
private learning
(1)
singular vector
(1)
Papers
Invited Open Problem: Does Differential Privacy Make PAC Learning Much Harder?
COLT 2026
On Differentially Private Subspace Estimation in a Distribution-Free Setting
NeurIPS 2024
Smooth Lower Bounds for Differentially Private Algorithms via Padding-and-Permuting Fingerprinting Codes
COLT 2024
Adaptive Data Analysis in a Balanced Adversarial Model
NeurIPS 2023
FriendlyCore: Practical Differentially Private Aggregation
ICML 2022
Differentially-Private Clustering of Easy Instances
ICML 2021
Private Learning of Halfspaces: Simplifying the Construction and Reducing the Sample Complexity
NeurIPS 2020