Ana Nikolikj

35 papers A 2B 5Journal 20Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
A survey of features used for representing black-box single-objective continuous optimization.
Swarm Evol. Comput.
Gjorgjina Cenikj, Ana Nikolikj, Gasper Petelin, Niki van Stein, Carola Doerr, Tome Eftimov
2026 J jnl
Quantifying the Impact of Modules and Their Interactions in the PSO-X Framework.
CoRR
Christian L. Camacho Villalón, Ana Nikolikj, Katharina Dost, Eva Tuba, Saso Dzeroski, Tome Eftimov
2025 J jnl
A learning search algorithm for the Restricted Longest Common Subsequence problem.
Expert Syst. Appl.
Marko Djukanovic, Jaume Reixach, Ana Nikolikj, Tome Eftimov, Aleksandar Kartelj, Christian Blum
2025 J jnl
An Adaptive CMSA for Solving the Longest Filled Common Subsequence Problem with an Application in Audio Querying.
CoRR
Marko Djukanovic, Christian Blum, Aleksandar Kartelj, Ana Nikolikj, Günther R. Raidl
2025 J jnl
Benchmarking footprints of continuous black-box optimization algorithms: Explainable insights into algorithm success and failure.
Swarm Evol. Comput.
Ana Nikolikj, Mario Andrés Muñoz, Tome Eftimov
2025 A conf
Customized Exploration of Landscape Features Driving Multi-Objective Combinatorial Optimization Performance.
GECCO
Ana Nikolikj, Gabriela Ochoa, Tome Eftimov
2025 J jnl
Customized Exploration of Landscape Features Driving Multi-Objective Combinatorial Optimization Performance.
CoRR
Ana Nikolikj, Gabriela Ochoa, Tome Eftimov
2025 J jnl
Exploring module interactions in modular CMA-ES across problem classes.
Swarm Evol. Comput.
Ana Nikolikj, Tome Eftimov
2025 — conf
Recent Advances in Meta-features Used for Representing Black-box Single-objective Continuous Optimization.
GECCO Companion
Gjorgjina Cenikj, Ana Nikolikj, Tome Eftimov
2025 B conf
Tracing the Interactions of Modular CMA-ES Configurations Across Problem Landscapes.
CEC
Ana Nikolikj, Mario Andrés Muñoz, Eva Tuba, Tome Eftimov
2025 J jnl
Tracing the Interactions of Modular CMA-ES Configurations Across Problem Landscapes.
CoRR
Ana Nikolikj, Mario Andrés Muñoz, Eva Tuba, Tome Eftimov
2025 J jnl
User-defined trade-offs in LLM benchmarking: balancing accuracy, scale, and sustainability.
Knowl. Based Syst.
Ana Gjorgjevikj, Ana Nikolikj, Barbara Korousic-Seljak, Tome Eftimov
2024 J jnl
A Learning Search Algorithm for the Restricted Longest Common Subsequence Problem.
CoRR
Marko Djukanovic, Jaume Reixach, Ana Nikolikj, Tome Eftimov, Aleksandar Kartelj, Christian Blum
2024 J jnl
A Survey of Meta-features Used for Automated Selection of Algorithms for Black-box Single-objective Continuous Optimization.
CoRR
Gjorgjina Cenikj, Ana Nikolikj, Gasper Petelin, Niki van Stein, Carola Doerr, Tome Eftimov
2024 — conf
Comparing Solvability Patterns of Algorithms across Diverse Problem Landscapes.
GECCO Companion
Ana Nikolikj, Tome Eftimov
2024 B conf
Generalization Ability of Feature-Based Performance Prediction Models: A Statistical Analysis Across Benchmarks.
CEC
Ana Nikolikj, Ana Kostovska, Gjorgjina Cenikj, Carola Doerr, Tome Eftimov
2024 J jnl
Generalization Ability of Feature-based Performance Prediction Models: A Statistical Analysis across Benchmarks.
CoRR
Ana Nikolikj, Ana Kostovska, Gjorgjina Cenikj, Carola Doerr, Tome Eftimov
2024 — conf
Instance Selection for Dynamic Algorithm Configuration with Reinforcement Learning: Improving Generalization.
GECCO Companion
Carolin Benjamins, Gjorgjina Cenikj, Ana Nikolikj, Aditya Mohan, Tome Eftimov, Marius Lindauer
2024 J jnl
Instance Selection for Dynamic Algorithm Configuration with Reinforcement Learning: Improving Generalization.
CoRR
Carolin Benjamins, Gjorgjina Cenikj, Ana Nikolikj, Aditya Mohan, Tome Eftimov, Marius Lindauer
2024 B conf
Quantifying Individual and Joint Module Impact in Modular Optimization Frameworks.
CEC
Ana Nikolikj, Ana Kostovska, Diederick Vermetten, Carola Doerr, Tome Eftimov
2024 J jnl
Quantifying Individual and Joint Module Impact in Modular Optimization Frameworks.
CoRR
Ana Nikolikj, Ana Kostovska, Diederick Vermetten, Carola Doerr, Tome Eftimov
2023 A conf
Algorithm Instance Footprint: Separating Easily Solvable and Challenging Problem Instances.
GECCO
Ana Nikolikj, Saso Dzeroski, Mario Andrés Muñoz, Carola Doerr, Peter Korosec, Tome Eftimov
2023 J jnl
Algorithm Instance Footprint: Separating Easily Solvable and Challenging Problem Instances.
CoRR
Ana Nikolikj, Saso Dzeroski, Mario Andrés Muñoz, Carola Doerr, Peter Korosec, Tome Eftimov
2023 — conf
Assessing the Generalizability of a Performance Predictive Model.
GECCO Companion
Ana Nikolikj, Gjorgjina Cenikj, Gordana Ispirova, Diederick Vermetten, Ryan Dieter Lang, Andries Petrus Engelbrecht, Carola Doerr, Peter Korosec, Tome Eftimov
2023 J jnl
Assessing the Generalizability of a Performance Predictive Model.
CoRR
Ana Nikolikj, Gjorgjina Cenikj, Gordana Ispirova, Diederick Vermetten, Ryan Dieter Lang, Andries Petrus Engelbrecht, Carola Doerr, Peter Korosec, Tome Eftimov
2023 — conf
PS-AAS: Portfolio Selection for Automated Algorithm Selection in Black-Box Optimization.
AutoML
Ana Kostovska, Gjorgjina Cenikj, Diederick Vermetten, Anja Jankovic, Ana Nikolikj, Urban Skvorc, Peter Korosec, Carola Doerr, Tome Eftimov
2023 J jnl
PS-AAS: Portfolio Selection for Automated Algorithm Selection in Black-Box Optimization.
CoRR
Ana Kostovska, Gjorgjina Cenikj, Diederick Vermetten, Anja Jankovic, Ana Nikolikj, Urban Skvorc, Peter Korosec, Carola Doerr, Tome Eftimov
2023 — conf
RF+clust for Leave-One-Problem-Out Performance Prediction.
EvoApplications@EvoStar
Ana Nikolikj, Carola Doerr, Tome Eftimov
2023 J jnl
RF+clust for Leave-One-Problem-Out Performance Prediction.
CoRR
Ana Nikolikj, Carola Doerr, Tome Eftimov
2023 B conf
Sensitivity Analysis of RF+clust for Leave-One-Problem-Out Performance Prediction.
CEC
Ana Nikolikj, Michal Pluhacek, Carola Doerr, Peter Korosec, Tome Eftimov
2023 J jnl
Sensitivity Analysis of RF+clust for Leave-one-problem-out Performance Prediction.
CoRR
Ana Nikolikj, Michal Pluhacek, Carola Doerr, Peter Korosec, Tome Eftimov
2022 — conf
Explaining Differential Evolution Performance Through Problem Landscape Characteristics.
BIOMA
Ana Nikolikj, Ryan Dieter Lang, Peter Korosec, Tome Eftimov
2022 B conf
Identifying minimal set of Exploratory Landscape Analysis features for reliable algorithm performance prediction.
CEC
Ana Nikolikj, Risto Trajanov, Gjorgjina Cenikj, Peter Korosec, Tome Eftimov
2022 — conf
Improving Nevergrad's Algorithm Selection Wizard NGOpt Through Automated Algorithm Configuration.
PPSN (1)
Risto Trajanov, Ana Nikolikj, Gjorgjina Cenikj, Fabien Teytaud, Mathurin Videau, Olivier Teytaud, Tome Eftimov, Manuel López-Ibáñez, Carola Doerr
2022 J jnl
Improving Nevergrad's Algorithm Selection Wizard NGOpt through Automated Algorithm Configuration.
CoRR
Risto Trajanov, Ana Nikolikj, Gjorgjina Cenikj, Fabien Teytaud, Mathurin Videau, Olivier Teytaud, Tome Eftimov, Manuel López-Ibáñez, Carola Doerr