Emmanouil Vasileios Vlatakis-Gkaragkounis
5 papers · 2021–2024 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(18)
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Hot Topic Early Bird
Venues
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Research topics
Machine Learning
(4)
Mathematics & Optimization
(4)
Optimization & Theory · Machine Learning
(3)
Deep Learning
(2)
Optimization
(2)
Optimization & Theory · Deep Learning
(2)
Artificial Intelligence
(1)
Computer Science
(1)
Architectures
(1)
Core AI
(1)
Core Methods
(1)
Discrete Mathematics
(1)
Foundations
(1)
Mathematics
(1)
Keywords
stochastic optimization
(1)
variational inequality
(1)
function approximation
(1)
convergence analysis
(1)
fourier analysis
(1)
minimax optimization
(1)
markov chain monte carlo
(1)
nash equilibrium
(1)
statistical query
(1)
agnostic learning
(1)
bias correction
(1)
markov chain
(1)
bandit feedback
(1)
query complexity
(1)
no-regret learning
(1)
gaussian distribution
(1)
lower bound
(1)
relu network
(1)
excess error
(1)
stochastic extragradient
(1)
Papers
Stochastic Methods in Variational Inequalities: Ergodicity, Bias and Refinements
AISTATS 2024
Near-Optimal Statistical Query Lower Bounds for Agnostically Learning Intersections of Halfspaces with Gaussian Marginals
COLT 2022
On the Approximation Power of Two-Layer Networks of Random ReLUs
COLT 2021
Reconstructing weighted voting schemes from partial information about their power indices
COLT 2021
Survival of the strictest: Stable and unstable equilibria under regularized learning with partial information
COLT 2021