Aleksandar Nikolov
6 papers · 2019–2026 · 4 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· Bronze πΊοΈ Taxonomy Completionist (14) π£ Hot Topic Early Bird
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Research topics
Keywords
sample complexity
(3)
differential privacy
(3)
local differential privacy
(2)
mean estimation
(1)
high-dimensional statistics
(1)
vc dimension
(1)
statistical query
(1)
hypothesis testing
(1)
agnostic learning
(1)
excess risk
(1)
oracle complexity
(1)
graph partitioning
(1)
query complexity
(1)
local privacy
(1)
social network
(1)
public data
(1)
coalition formation
(1)
distribution estimation
(1)
fair division
(1)
total variation distance
(1)
Papers
On the Gradient Complexity of Private Optimization with Private Oracles
COLT 2026
Partitioning Friends Fairly
AAAI 2023
On Learning and Refutation in Noninteractive Local Differential Privacy
NeurIPS 2022
Locally Private Hypothesis Selection
COLT 2020
Private Query Release Assisted by Public Data
ICML 2020
On Mean Estimation for General Norms with Statistical Queries
COLT 2019