MS159B Novel Kinetic Approaches in Optimization and Uncertainty Quantification II
MS Corresponding Organizer: Mr. Andrea Medaglia ( University of Pavia , Italy )
Chaired by:
Mr. Giacomo Borghi ( RWTH Aachen University , Germany ) , Mr. Andrea Medaglia ( University of Pavia , Italy )
Mr. Giacomo Borghi ( RWTH Aachen University , Germany ) , Mr. Andrea Medaglia ( University of Pavia , Italy )
Scheduled presentations:
-
Clustered Federated Learning Through Consensus-based Optimization
J. Carrillo, S. Li, N. Trillos, Y. Zhu* -
Consensus-Based Rare Event Estimation
K. Althaus, I. Papaioannou*, E. Ullmann -
Mean-field limits for Consensus-Based Optimization and Sampling
N. Gerber, F. Hoffmann, U. Vaes* -
Theoretical Insights of Practical Interest for Consensus-Based Optimization
K. Riedl* -
Multiobjective optimization via filtering methods
E. Iacomini*, M. Herty -
Kinetic Description and Convergence Analysis of Genetic Algorithms for Global Optimization
G. Borghi*, L. Pareschi
