Gjorgjina Cenikj

About
Activities
Publications
Projects
Gjorgjina Cenikj,
Building A, Floor 1, Room 228a
+386 1 477 3519
gjorgjina.cenikj@ijs.si
About
Activities
Academic
Research
Publications
Journal articles
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TinyTLA: Topological landscape analysis for optimization problem classification in a limited sample setting
A Cross-Benchmark Examination of Feature-based Algorithm Selector Generalization in Single-Objective Numerical Optimization
Towards understanding the importance of time-series features in automated algorithm performance prediction
From Language Models to Large-scale Food and Biomedical Knowledge Graphs
FooDis: A food-disease relation mining pipeline
Conference papers
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Impact of Scaling in ELA Feature Calculation on Algorithm Selection Cross-Benchmark Transferability
Generalization Ability of Feature-based Performance Prediction Models: A Statistical Analysis across Benchmarks
Instance Selection for Dynamic Algorithm Configuration with Reinforcement Learning: Improving Generalization
TransOptAS: Transformer-Based Algorithm Selection for Single-Objective Optimization
Assessing the Generalizability of a Performance Predictive Model
Books & Chapters
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Projects
Research
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Auto-OPT: Automated selection and configuration of single-objective continuous optimization algorithms
Automated Configuration, Selection, and Design of Iterative Optimization Heuristics
Fair Benchmarking for Dynamic Algorithm Configuration
Representation Learning of Landscape Spaces for Explainable Performance of Stochastic Optimization Algorithms
Food Nutrition Security Cloud
Applied
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