Elena Grigorescu
5 papers · 2017–2025 · 3 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (14) π£ Hot Topic Early Bird
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Research topics
Machine Learning
(4)
Artificial Intelligence
(3)
Mathematics & Optimization
(3)
Optimization & Theory
(3)
Learning Paradigms
(2)
Learning Types
(2)
Optimization
(2)
Computer Science
(1)
Bayesian & Probabilistic Β· Artificial Intelligence
(1)
Bayesian & Probabilistic Β· Machine Learning
(1)
Foundations
(1)
Mathematics
(1)
Keywords
online algorithm
(2)
learning-augmented algorithm
(2)
pac learning
(1)
communication complexity
(1)
distributed learning
(1)
nonparametric estimation
(1)
linear programming
(1)
primal-dual framework
(1)
maximum likelihood estimation
(1)
subset selection
(1)
distribution learning
(1)
determinantal point process
(1)
discrete distribution
(1)
approximation algorithm
(1)
primal-dual method
(1)
list decoding
(1)
attribute noise
(1)
covering problem
(1)
sparse conjunction
(1)
online concave packing
(1)
Papers
Learning-Augmented Algorithms for Online Concave Packing and Convex Covering Problems
AISTATS 2025
Hardness of Maximum Likelihood Learning of DPPs
COLT 2022
Learning-Augmented Algorithms for Online Linear and Semidefinite Programming
NeurIPS 2022
List Learning with Attribute Noise
AISTATS 2021
Communication-Efficient Distributed Learning of Discrete Distributions
NeurIPS 2017