Themis Gouleakis
10 papers · 2018–2025 · 4 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (23) π£ Hot Topic Early Bird
π
Century Club Β· Bronze
ποΈ
Keyword Collector
(51)
Venues
Top co-authors
Research topics
Machine Learning
(10)
Optimization & Theory
(9)
Mathematics & Optimization
(6)
Core Methods
(4)
Optimization
(4)
Artificial Intelligence
(2)
Application Areas
(2)
Learning Types
(2)
Mathematics
(2)
Computer Science
(1)
Bayesian & Probabilistic Β· Artificial Intelligence
(1)
Bayesian & Probabilistic Β· Machine Learning
(1)
Core AI
(1)
Foundations
(1)
Keywords
sample complexity
(5)
distribution testing
(2)
massart noise
(2)
noisy label
(2)
covariance matrix
(1)
pac learning
(1)
multivariate gaussian
(1)
high-dimensional statistics
(1)
bipartite matching
(1)
statistical query
(1)
mean estimation
(1)
hypothesis testing
(1)
label noise
(1)
high-dimensional regression
(1)
maximum likelihood estimation
(1)
machine learning
(1)
communication complexity
(1)
neural network learning
(1)
lipschitz continuity
(1)
robust classification
(1)
Papers
Gaussian Mean Testing under Truncation
AISTATS 2025
Learning High-dimensional Gaussians from Censored Data
AISTATS 2025
Learning multivariate Gaussians with imperfect advice
ICML 2025
Robust Learning under Strong Noise via SQs
AISTATS 2021
Secretary and Online Matching Problems with Machine Learned Advice
NeurIPS 2020
Communication and Memory Efficient Testing of Discrete Distributions
COLT 2019
Computationally and Statistically Efficient Truncated Regression
COLT 2019
Distribution-Independent PAC Learning of Halfspaces with Massart Noise
NeurIPS 2019
Towards Testing Monotonicity of Distributions Over General Posets
COLT 2019
Certified Computation from Unreliable Datasets
COLT 2018