Eliad Tsfadia
6 papers · 2020–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (10) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (17)
π₯
Unstoppable
(5)
Conferences
NIPS (3)
ICML (2)
COLT (1)
Top co-authors
Research topics
Keywords
differential privacy
(6)
sample complexity
(4)
learning theory
(1)
principal component analysis
(1)
k-means clustering
(1)
mean estimation
(1)
outlier detection
(1)
statistical query
(1)
gradient descent
(1)
singular value decomposition
(1)
halfspace learning
(1)
curse of dimensionality
(1)
halfspace classification
(1)
high-dimensional datum
(1)
lower bound
(1)
private learning
(1)
private algorithm
(1)
kernel herding
(1)
adaptive query
(1)
gaussian mixture
(1)
Papers
On Differentially Private Subspace Estimation in a Distribution-Free Setting
NIPS 2024
Smooth Lower Bounds for Differentially Private Algorithms via Padding-and-Permuting Fingerprinting Codes
COLT 2024
Adaptive Data Analysis in a Balanced Adversarial Model
NIPS 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
NIPS 2020