Clement Canonne
7 papers · 2019–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (4) π Academic Marathon (6) π Cross-Pollinator (15) πΊοΈ Taxonomy Completionist (13)
π§
Keyword Pioneer
β
The Questioner
Conferences
NIPS (3)
COLT (2)
AISTATS (1)
ICML (1)
Top co-authors
Keywords
sample complexity
(3)
communication constraint
(2)
identity testing
(2)
density estimation
(1)
hypothesis testing
(1)
probability distribution
(1)
nonparametric statistics
(1)
distributed inference
(1)
distribution testing
(1)
local privacy
(1)
distribution learning
(1)
distributed estimation
(1)
discrete distribution
(1)
phase transition
(1)
minimax lower bound
(1)
minimax rate
(1)
property testing
(1)
gradient quantization
(1)
communication protocol
(1)
adaptive processing
(1)
Papers
Better Private Distribution Testing by Leveraging Unverified Auxiliary Data
COLT 2025
Open Problem: Tight Characterization of Instance-Optimal Identity Testing
COLT 2024
Distributed Estimation with Multiple Samples per User: Sharp Rates and Phase Transition
NIPS 2021
Optimal Rates for Nonparametric Density Estimation under Communication Constraints
NIPS 2021
Information-constrained optimization: can adaptive processing of gradients help?
NIPS 2021
Test without Trust: Optimal Locally Private Distribution Testing
AISTATS 2019
Communication-Constrained Inference and the Role of Shared Randomness
ICML 2019