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Ana Nikolikj
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Ana Nikolikj,
Building A, Floor 1, Room 228a
ana.nikolikj@ijs.si
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Academic
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Journal articles
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Conference papers
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RF+clust for Leave-One-Problem-Out Performance Prediction
Algorithm Instance Footprint: Separating Easily Solvable and Challenging Problem Instances
Assessing the Generalizability of a Performance Predictive Model
Sensitivity Analysis of RF+clust for Leave-one-problem-out Performance Prediction
PS-AAS: Portfolio Selection for Automated Algorithm Selection in Black-Box Optimization
Improving Nevergrad’s Algorithm Selection Wizard NGOpt Through Automated Algorithm Configuration
Explaining Differential Evolution Performance Through Problem Landscape Characteristics
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
Applied
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