Anastasios Sidiropoulos
4 papers · 2018–2021 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (13) π Cross-Pollinator (15)
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Keyword Pioneer
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Hot Topic Early Bird
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Keyword Champion
Conferences
NIPS (2)
COLT (1)
NAACL (1)
Top co-authors
Keywords
combinatorial optimization
(1)
convex optimization
(1)
machine translation
(1)
language modeling
(1)
sample complexity
(1)
maximum likelihood
(1)
exponential family
(1)
maximum likelihood estimation
(1)
graph optimization
(1)
vertex cover
(1)
approximation algorithm
(1)
convolutional neural network
(1)
gradient approximation
(1)
first-order method
(1)
polynomial time algorithm
(1)
log-concave distribution
(1)
neural network approximation
(1)
minimum vertex cover
(1)
input representation
(1)
log-concave density
(1)
Papers
NN-Baker: A Neural-network Infused Algorithmic Framework for Optimization Problems on Geometric Intersection Graphs
NIPS 2021
Grouping Words with Semantic Diversity
NAACL 2021
A Polynomial Time Algorithm for Log-Concave Maximum Likelihood via Locally Exponential Families
NIPS 2019
Near-Optimal Sample Complexity Bounds for Maximum Likelihood Estimation of Multivariate Log-concave Densities
COLT 2018