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Gjorgjina Cenikj

Instance Selection for Dynamic Algorithm Configuration with Reinforcement Learning: Improving Generalization

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Jul 18, 2024
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A Survey of Meta-features Used for Automated Selection of Algorithms for Black-box Single-objective Continuous Optimization

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Jun 08, 2024
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Generalization Ability of Feature-based Performance Prediction Models: A Statistical Analysis across Benchmarks

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May 20, 2024
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TransOpt: Transformer-based Representation Learning for Optimization Problem Classification

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Nov 29, 2023
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PS-AAS: Portfolio Selection for Automated Algorithm Selection in Black-Box Optimization

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Oct 14, 2023
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DynamoRep: Trajectory-Based Population Dynamics for Classification of Black-box Optimization Problems

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Jun 08, 2023
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Assessing the Generalizability of a Performance Predictive Model

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May 31, 2023
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Improving Nevergrad's Algorithm Selection Wizard NGOpt through Automated Algorithm Configuration

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Sep 09, 2022
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SELECTOR: Selecting a Representative Benchmark Suite for Reproducible Statistical Comparison

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Apr 25, 2022
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FoodChem: A food-chemical relation extraction model

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Oct 08, 2021
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