Published 2022
Table of Contents:
“...An Evolutionary Approach -- Attention-Based Genetic Algorithm for Adversarial Attack in Natural Language
Processing -- Deep Reinforcement
Learning with Two-Stage Training Strategy for Practical Electric Vehicle Routing Problem with Time Windows -- Evolving Through the Looking Glass:
Learning Improved Search Spaces with Variational Autoencoders -- Generalization and
Computation for Policy Classes of Generative Adversarial Imitation
Learning -- Generative Models over Neural Controllers for Transfer
Learning -- HVC-Net: Deep
Learning based Hypervolume Contribution Approximation -- Multi-objective Evolutionary Ensemble Pruning Guided by Margin Distribution -- Revisiting Attention-based Graph Neural Networks for Graph Classification -- Robust Neural Network Pruning by Cooperative Coevolution -- SemiGraphFL: Semi-Supervised Graph Federated
Learning -- Evolutionary Design of Reduced Precision Preprocessor for Levodopa-Induced Dyskinesia Classifier -- In-Materio Extreme
Learning Machines -- On the impact of the duration of evaluation episodes on the evolution of adaptive robots -- Analysing the Fitness Landscape Rotation for Combinatorial Optimisation -- Analysis of Search Landscape Samplers for Solver Performance Prediction on a University Timetabling Problem -- Fractal Dimension and Perturbation Strength: A Local Optima Networks View -- HPO X ELA: Investigating Hyperparameter Optimization Landscapes by Means of Exploratory Landscape Analysis -- Increasing the Diversity of Benchmark Function Sets through Affine Recombination -- Neural Architecture Search: A Visual Analysis. - Digging into Semantics: Where do search-based software repair methods search? ...
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