Improving Noise Robustness through Abstractions and its Impact on Machine Learning

Authors: Alfredo Ibias, Karol Capała, Varun Varma, Anna Drozdz, Jose Sousa

Research groups: Computational Intelligence

Modularity maximization and community detection in complex networks through recursive and hierarchical annealing in the D-Wave Advantage quantum processing units

Authors: Joan Falcó-Roget, Kacper Jurek, Barbara Wojtarowicz, Karol Capała, Katarzyna Rycerz

Research groups: Computational Neuroscience, Computational Intelligence

Modularity Maximization and Community Detection in Complex Networks Through Recursive and Hierarchical Annealing in the DWAVE Advantage Quantum Processing Units

Authors: Joan Falcó-Roget, Kacper Jurek, Barbara Wojtarowicz, Karol Capała, Katarzyna Rycerz

Research groups: Computational Neuroscience, Computational Intelligence, other

CACTUS: a Comprehensive Abstraction and Classification Tool for Uncovering Structures

Authors: Luca Gherardini, Varun Ravi Varma, Karol Capała, Roger Woords, Jose Sousa

Research groups: Computational Intelligence

Stability of Machine Learning Predictive Features under Limited Data

Authors: Karol Capała, Paulina Tworek, Jose Sousa

Research groups: Computational Intelligence

Optimization of escape kinetics by reflecting and resetting

Authors: Karol Capała, Bartłomiej Dybiec

Research groups: Computational Intelligence

SaNDA: a Small and iNcomplete Dataset Analyser

Authors: Alfredo Ibias, Varun Ravi Varma, Karol Capała, Luca Gherardini, Jose Sousa

Research groups: Computational Intelligence

Stochastic Model of Translocation of Knotted Proteins

Authors: Karol Capała, Piotr Szymczak

Research groups: Computational Intelligence