Aleksandr Dekhovich

According to our database, Aleksandr Dekhovich authored at least 6 papers between 2022 and 2024.

Collaborative distances:

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

2024

Neural network relief: a pruning algorithm based on neural activity.

Aleksandr Dekhovich, David M. J. Tax, Marcel H. F. Sluiter, Miguel A. Bessa

Mach. Learn., May, 2024

Continual learning by subnetwork creation and selection.

Aleksandr Dekhovich

PhD thesis, 2024

2023

Continual prune-and-select: class-incremental learning with specialized subnetworks.

Aleksandr Dekhovich, David M. J. Tax, Marcel H. F. Sluiter, Miguel A. Bessa

Appl. Intell., July, 2023

Continual learning for surface defect segmentation by subnetwork creation and selection.

Aleksandr Dekhovich, Miguel A. Bessa

CoRR, 2023

iPINNs: Incremental learning for Physics-informed neural networks.

Aleksandr Dekhovich, Marcel H. F. Sluiter, David M. J. Tax, Miguel A. Bessa

CoRR, 2023

2022

Cooperative data-driven modeling.

Aleksandr Dekhovich, O. Taylan Turan, Jiaxiang Yi, Miguel A. Bessa

CoRR, 2022