Orestis Plevrakis
4 papers · 2019–2021 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Silver
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Taxonomy Completionist
(14)
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Hot Topic Early Bird
Venues
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Research topics
Keywords
linear dynamical system
(2)
stochastic gradient
(1)
contrastive learning
(1)
stochastic gradient descent
(1)
robust optimization
(1)
convergence analysis
(1)
sample complexity
(1)
adversarial training
(1)
neural network optimization
(1)
regret minimization
(1)
system identification
(1)
unsupervised representation learning
(1)
regret bound
(1)
convergence guarantee
(1)
bandit convex optimization
(1)
relu activation
(1)
second-order method
(1)
exploration strategy
(1)
online control
(1)
overparameterized network
(1)
Papers
Learning from Censored and Dependent Data: The case of Linear Dynamics
COLT 2021
Geometric Exploration for Online Control
NeurIPS 2020
Over-parameterized Adversarial Training: An Analysis Overcoming the Curse of Dimensionality
NeurIPS 2020
A Theoretical Analysis of Contrastive Unsupervised Representation Learning
ICML 2019