Emmanouil Zampetakis
14 papers · 2020–2023 · 3 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (8) πΊοΈ Taxonomy Completionist (29) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3)
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Keyword Collector
(67)
π
Century Club
(14)
β‘
Prolific Year
(5)
Conferences
NIPS (9)
COLT (3)
AISTATS (2)
Top co-authors
Research topics
Keywords
stochastic gradient descent
(4)
differential privacy
(2)
exponential family
(2)
statistical testing
(2)
mechanism design
(2)
statistical learning
(2)
truncated sample
(2)
truncated linear regression
(2)
game theory
(2)
compressed sensing
(2)
ranking datum
(2)
mallows model
(2)
sample complexity
(2)
computational complexity
(1)
parameter estimation
(1)
density estimation
(1)
adversarial robustness
(1)
logistic regression
(1)
hypothesis testing
(1)
maximum likelihood
(1)
Papers
Learning Exponential Families from Truncated Samples
NIPS 2023
The Computational Complexity of Finding Stationary Points in Non-Convex Optimization
COLT 2023
STay-ON-the-Ridge: Guaranteed Convergence to Local Minimax Equilibrium in Nonconvex-Nonconcave Games
COLT 2023
Bayesian Strategy-Proof Facility Location via Robust Estimation
AISTATS 2023
Learning and Covering Sums of Independent Random Variables with Unbounded Support
NIPS 2022
Efficient Truncated Linear Regression with Unknown Noise Variance
NIPS 2021
A Statistical Taylor Theorem and Extrapolation of Truncated Densities
COLT 2021
Private and Non-private Uniformity Testing for Ranking Data
NIPS 2021
Robust Learning of Optimal Auctions
NIPS 2021
Identity testing for Mallows model
NIPS 2021
Truncated Linear Regression in High Dimensions
NIPS 2020
Optimal Approximation - Smoothness Tradeoffs for Soft-Max Functions
NIPS 2020
A Theoretical and Practical Framework for Regression and Classification from Truncated Samples
AISTATS 2020
Constant-Expansion Suffices for Compressed Sensing with Generative Priors
NIPS 2020