Nikolaos Karalias
4 papers · 2020–2024 · 1 conference · across top CS/AI conferences
Achievements
Jump to papers ↓
π
Interdisciplinary Bridge
π
Cross-Pollinator
(13)
πΊοΈ
Taxonomy Completionist
(14)
π§
Keyword Pioneer
β
The Questioner
Conferences
NIPS (4)
Top co-authors
Keywords
combinatorial optimization
(3)
graph neural network
(2)
feature learning
(1)
semidefinite programming
(1)
graph clustering
(1)
message passing
(1)
probability distribution
(1)
discrete optimization
(1)
constraint satisfaction
(1)
graph partitioning
(1)
probabilistic model
(1)
approximation algorithm
(1)
lossless compression
(1)
graph compression
(1)
set function
(1)
neural network
(1)
entropy encoding
(1)
maximum clique
(1)
high-dimensional representation
(1)
dictionary learning
(1)
Papers
Are Graph Neural Networks Optimal Approximation Algorithms?
NIPS 2024
Neural Set Function Extensions: Learning with Discrete Functions in High Dimensions
NIPS 2022
Partition and Code: learning how to compress graphs
NIPS 2021
Erdos Goes Neural: an Unsupervised Learning Framework for Combinatorial Optimization on Graphs
NIPS 2020