Nikolaos Karalias

According to our database, Nikolaos Karalias authored at least 4 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Are Graph Neural Networks Optimal Approximation Algorithms?

Morris Yau, Eric Lu, Nikolaos Karalias, Jessica Xu, Stefanie Jegelka

CoRR, 2023

2022

Neural Set Function Extensions: Learning with Discrete Functions in High Dimensions.

Nikolaos Karalias, Joshua Robinson, Andreas Loukas, Stefanie Jegelka

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Partition and Code: learning how to compress graphs.

Giorgos Bouritsas, Andreas Loukas, Nikolaos Karalias, Michael M. Bronstein

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

Erdos Goes Neural: an Unsupervised Learning Framework for Combinatorial Optimization on Graphs.

Nikolaos Karalias, Andreas Loukas

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020