Algorithm Selection

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1 paper in the last four weeks, against 1 the four weeks before. 0.0% of all new papers.

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  1. EEG-AS: Instance-Level Foundation Model Selection for EEG Foundation Models via Behavior Reconstruction

    Sep 1, 2026Yunzhen Zhang, Ruoxi Piao, Hasan Onur Keles +1Electroencephalography Foundation ModelsElectroencephalography

    Duke Kunshan University · Ankara University

  2. A New Approach to Characterising Optimisation Problems Using Programmatic Representation and Complexity Measures

    Aug 9, 2026Marcus Gallagher, Katherine M. MalanAlgorithm SelectionProcedural

    School of Electrical Engineering and Computer Science, University of Queensland, Australia. · Department of Decision Sciences, University of South Africa, Pretoria, South Africa

  3. Dominant Arm Identification with Mixing and Recycling Observed Samples

    Aug 2, 2026Jonghyun Sim, Wonyoung KimStochastic Multi-Armed BanditsAlgorithm Selection

    Chung-Ang University, Seoul, Republic of Korea.

  4. Towards Practical Algorithm Selection for Unsupervised Domain Adaptation in Medical Imaging

    Jul 30, 2026Yiheng Xiong, Luisa Gallée, Daniel Santak Wolf +2Domain AdaptationMedical Imaging Datasets

    Section of Experimental Radiology, Ulm University Medical Center, Germany · Visual Computing Group, Ulm University, Germany

  5. Unsupervised Multi-kernel Learning for Automated Algorithm Selection

    Jul 21, 2026Yihang Lu, Tome Eftimov, Carola DoerrAlgorithm SelectionBlack-Box Optimization

    Sorbonne Université, CNRS, INRAE, IRD, iEES, Paris, France · LIP6, Sorbonne Université, CNRS, Paris, France · Computer Systems Department, Jožef Stefan Institute, Ljubljana, Slovenia

  6. Graph Neural Network-based Algorithm Selection for the Traveling Salesman Problem: A Systematic Study of Cost and Rank Losses under Distinct Budget Regimes

    Jul 21, 2026Zhaoxuan Li, Jiale Yang, Yifei Lu +1Salesman ProblemAlgorithm Selection

    Duke Kunshan University, 8 Duke Avenue, Kunshan, 215316, China

  7. A More Accurate Algorithm Comparison through A/B Testing using Offline Evaluation Methods

    Jul 2, 2026Koki Konishi, Masataka Ushiku, Yuta SaitoAlgorithm SelectionBias-Variance Decomposition

    Hakuhodo DY Holdings Inc. Minato City, Tokyo, Japan · Cornell University Ithaca, New York, United States

  8. Towards Global AI-Driven Cervical Cancer Screening

    Jun 12, 2026Thuy Nuong Tran, Ömer Sümer, Evangelia Christodoulou +15Cancer DetectionTumor

    Intelligent Medical Systems E130, German Cancer Research Center (DKFZ), Heidelberg, Germany · Department of Applied Tumor Biology, Universitätsklinikum Heidelberg, Heidelberg, Germany · Cooperation Unit F210, German Cancer Research Center (DKFZ), Heidelberg, Germany +9

  9. Evaluating Real-World Generalizability of Algorithm Selection Models

    Jun 1, 2026Gjorgjina Cenikj, Jakub Kudela, Eva Tuba +1Algorithm SelectionOptimization Landscape

    Computer Systems Department Jožef Stefan Institute Ljubljana, Slovenia · Brno University of Technology Brno, Czech Republic

  10. Beyond Numerical Features: CNN-Driven Algorithm Selection via Contour Plots for Continuous Black-Box Optimization

    May 20, 2026Yiliang Yuan, Xiang Shi, Mustafa MisirBlack-Box OptimizationAlgorithm Selection

    Mohamed bin Zayed University of Artificial Intelligence, Masdar City, United Arab Emirates · Duke Kunshan University, Suzhou, China

  11. LLM-Driven Performance-Space Augmentation for Meta-Learning-Based Algorithm Selection

    May 10, 2026Darren Zhu, Daren LerMeta-LearningData Augmentation

    Department of Statistics and Data Science National University of Singapore · Department of Computer Science National University of Singapore

  12. Price of Fairness in Short-Term and Long-Term Algorithmic Selections

    May 7, 2026Shahin Jabbari, Chen WangAlgorithmic FairnessAlgorithm Selection

    Drexel University · Rensselaer Polytechnic Institute

  13. On the Influence of the Feature Computation Budget on Per-Instance Algorithm Selection for Black-Box Optimization

    May 6, 2026Koen van der Blom, Diederick VermettenAlgorithm SelectionBlack-Box Optimization

    Centrum Wiskunde & Informatica, Amsterdam, The Netherlands · Sorbonne Universit´e, CNRS, LIP6, Paris, France

  14. Similarity-based Portfolio Construction for Black-box Optimization

    Apr 20, 2026Catalin-Viorel Dinu, Diederick Vermetten, Carola DoerrBlack-Box OptimizationAlgorithm Selection

    Sorbonne Université, CNRS, LIP6

  15. Rethinking the Comparison Unit in Sequence-Level Reinforcement Learning: An Equal-Length Paired Training Framework from Loss Correction to Sample Construction

    Apr 19, 2026Fei Ding, Yongkang Zhang, Runhao Liu +5Sequence ModelingTraining-Inference Mismatch

    Alibaba Group · Tsinghua University

  16. MLDAS: Machine Learning Dynamic Algorithm Selection for Software-Defined Networking Security

    Apr 16, 2026Pablo Benlloch, Oscar Romero, Antonio Leon +1Intrusion DetectionOptical Networks

    Departamento de Comunicaciones, Universitat Politecnica de Valencia

  17. Learning Structural Hardness for Combinatorial Auctions: Instance-Dependent Algorithm Selection via Graph Neural Networks

    Feb 16, 2026Sungwoo KangCombinatorial OptimizationAlgorithm Selection

    Department of Electrical and Computer Engineering Korea University Seoul 02841, Republic of Korea

  18. How Sequential Algorithm Portfolios can benefit Black Box Optimization

    Jan 23, 2026Catalin-Viorel Dinu, Diederick Vermetten, Carola DoerrBlack-Box OptimizationPortfolio Construction

    Sorbonne Universit´e, CNRS, LIP6 in Paris, France

  19. Instance-Aware Algorithm Selection for Maximum Clique via a Dual-Channel Graph Neural Architecture

    Aug 11, 2025Xiang Li, Shanshan Wang, Chenglong XiaoMaximum Independent SetAlgorithm Selection

    College of Mathematics and Computer, Shantou University, Shantou, China