Themis Gouleakis
10 papers · 2018–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (7) π Cross-Pollinator (9)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(16)
π
Century Club
(10)
Conferences
COLT (4)
AISTATS (3)
NIPS (2)
ICML (1)
Top co-authors
Keywords
massart noise
(2)
noisy label
(2)
distribution testing
(2)
sample complexity
(2)
pac learning
(1)
communication complexity
(1)
statistical query
(1)
label noise
(1)
high-dimensional regression
(1)
machine learning
(1)
maximum likelihood estimation
(1)
neural network learning
(1)
lipschitz continuity
(1)
projected gradient descent
(1)
robust learning
(1)
online algorithm
(1)
streaming algorithm
(1)
secretary problem
(1)
competitive analysis
(1)
competitive ratio
(1)
Papers
Learning multivariate Gaussians with imperfect advice
ICML 2025
Learning High-dimensional Gaussians from Censored Data
AISTATS 2025
Gaussian Mean Testing under Truncation
AISTATS 2025
Robust Learning under Strong Noise via SQs
AISTATS 2021
Secretary and Online Matching Problems with Machine Learned Advice
NIPS 2020
Distribution-Independent PAC Learning of Halfspaces with Massart Noise
NIPS 2019
Towards Testing Monotonicity of Distributions Over General Posets
COLT 2019
Computationally and Statistically Efficient Truncated Regression
COLT 2019
Communication and Memory Efficient Testing of Discrete Distributions
COLT 2019
Certified Computation from Unreliable Datasets
COLT 2018