Aleksandra Petrova

According to our database, Aleksandra Petrova authored at least 6 papers between 2021 and 2025.

Collaborative distances:

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

2025

Anytime Cooperative Implicit Hitting Set Solving.

Emma Rollon, Javier Larrosa, Aleksandra Petrova

CoRR, January, 2025

Empirical Evaluation of the Implicit Hitting Set Approach for Weighted CSPs.

Aleksandra Petrova, Javier Larrosa, Emma Rollon

CoRR, January, 2025

2024

An Adaptive Implicit Hitting Set Algorithm for MAP and MPE Inference.

Aleksandra Petrova, Javier Larrosa, Emma Rollon

Proceedings of the International Conference on Probabilistic Graphical Models, 2024

A Multi-Armed Bandit Approach Using Implicit Hitting Sets for Weighted CSPs.

Aleksandra Petrova, Javier Larrosa, Emma Rollon

Proceedings of the Artificial Intelligence Research and Development, 2024

2023

On Learning When to Decompose Graphical Models.

Aleksandra Petrova, Javier Larrosa

Proceedings of the Learning and Intelligent Optimization - 17th International Conference, 2023

2021

Choosing the Root of the Tree Decomposition When Solving WCSPs: Preliminary Results.

Aleksandra Petrova, Javier Larrosa, Emma Rollon

Proceedings of the Artificial Intelligence Research and Development, 2021