Dobrik Georgiev

According to our database, Dobrik Georgiev authored at least 12 papers between 2020 and 2024.

Collaborative distances:

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

2024

Deep Equilibrium Algorithmic Reasoning.

Dobrik Georgiev, JJ Wilson, Davide Buffelli, Pietro Liò

CoRR, 2024

Neural Algorithmic Reasoning with Multiple Correct Solutions.

Zeno Kujawa, John Poole, Dobrik Georgiev, Danilo Numeroso, Pietro Liò

CoRR, 2024

The Deep Equilibrium Algorithmic Reasoner.

Dobrik Georgiev, Pietro Liò, Davide Buffelli

CoRR, 2024

2023

Hypergraph factorization for multi-tissue gene expression imputation.

Ramón Viñas, Chaitanya K. Joshi, Dobrik Georgiev, Phillip Lin, Bianca Dumitrascu, Eric R. Gamazon, Pietro Liò

Nat. Mac. Intell., July, 2023

Hypergraph Factorisation Expression Quantitative Trait Loci.

Ramón Viñas, Chaitanya K. Joshi, Dobrik Georgiev, Phillip Lin, Bianca Dumitrascu, Pietro Liò, Eric R. Gamazon

Dataset, May, 2023

Neural Algorithmic Reasoning for Combinatorial Optimisation.

Dobrik Georgiev, Danilo Numeroso, Davide Bacciu, Pietro Lio

Proceedings of the Learning on Graphs Conference, 27-30 November 2023, Virtual Event., 2023

Parallel Algorithms Align With Neural Execution.

Valerie Engelmayer, Dobrik Georgiev, Petar Velickovic

Proceedings of the Learning on Graphs Conference, 27-30 November 2023, Virtual Event., 2023

Global Concept-Based Interpretability for Graph Neural Networks via Neuron Analysis.

Han Xuanyuan, Pietro Barbiero, Dobrik Georgiev, Lucie Charlotte Magister, Pietro Liò

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

HEAT: Hyperedge Attention Networks.

Dobrik Georgiev, Marc Brockschmidt, Miltiadis Allamanis

Trans. Mach. Learn. Res., 2022

Algorithmic Concept-Based Explainable Reasoning.

Dobrik Georgiev, Pietro Barbiero, Dmitry Kazhdan, Petar Velickovic, Pietro Lió

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

LENs: a Python library for Logic Explained Networks.

Pietro Barbiero, Gabriele Ciravegna, Dobrik Georgiev, Francesco Giannini

CoRR, 2021

2020

Neural Bipartite Matching.

Dobrik Georgiev, Pietro Lió

CoRR, 2020