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Publications

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Conference Articles

2026
On the Structural (Dis)Agreement of Landscape Representations in Black-Box Optimization
IEEE Congress on Evolutionary Computation (CEC)
2026
Graph Instance Landscapes: When Structural Similarity Does (Not) Reflect Shortest-Path Performance
IEEE Congress on Evolutionary Computation (CEC)
2026
FoodBench-QA: Overview of the Shared Task on Grounded Food and Nutrition Question Answering
CL4Health @ LREC 2026
2025
Tracing the Interactions of Modular CMA-ES Configurations Across Problem Landscapes
2025 IEEE Congress on Evolutionary Computation
2025
ClustOpt: A Clustering-based Approach for Representing and Visualizing the Search Dynamics of Numerical Optimization Algorithms
2025 IEEE Congress on Evolutionary Computation
2025
A cross-benchmark examination of feature-based algorithm selector generalization in single-objective numerical optimization
2025 IEEE Congress on on Evolutionary Computation (J2C)
2025
Adaptive Estimation of the Number of Algorithm Runs in Stochastic Optimization
The Genetic and Evolutionary Computation Conference
2025
Customized Exploration of Landscape Features Driving Multi-Objective Combinatorial Optimization Performance
The Genetic and Evolutionary Computation Conference
2025
Comparing Optimization Algorithms Through the Lens of Search Behavior Analysis
The Genetic and Evolutionary Computation Conference
2025
Geometric Learning in Black-Box Optimization: A GNN Framework for Algorithm Performance Prediction
The Genetic and Evolutionary Computation Conference
2025
FoodSEM: Large Language Model Specialized in Food Named-Entity Linking
28th International Conference on Discovery Science 2025
2025
Quantifying Module Interactions in the PSO-X Framework
AutoML 2025 Non-Archival Content

Training Materials

GECCO 2025 Tutotiral

Recent Advances in Meta-features for Representing Black-box Single-objective Continuous Optimization

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Two-Days AutoLearn-SI Exploratory Workshop

Material containing five presentations

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Science Communication Training

Material containing four presentations

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TECHNICAL REPORT

First Stakeholder Workshop
AI, Machine Learning & Optimization in Slovenia

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