Human-in-the-Loop LLM Grading for Handwritten Mathematics Assessments.

Sam Verboven https://orcid.org/0000-0002-1742-5561

Arne Vanhoyweghen Vincent Holst Melika Mobini Lukas Van de Voorde Tibo Vanleke Bert Verbruggen Brecht Verbeken Andres Algaba Sam Verboven Marie-Anne Guerry Filip Van Droogenbroeck Vincent Ginis Human-in-the-Loop LLM Grading for Handwritten Mathematics Assessments. 2026 March abs/2603.13083 CoRR https://doi.org/10.48550/arXiv.2603.13083 db/journals/corr/corr2603.html#abs-2603-13083 streams/journals/corr

Christopher Bockel-Rickermann Sam Verboven Tim Verdonck Wouter Verbeke Can causal machine learning reveal individual bid responses of bank customers? - A study on mortgage loan applications in Belgium. 114378 2025 190 Decis. Support Syst. https://doi.org/10.1016/j.dss.2024.114378 db/journals/dss/dss190.html#BockelRickermannVVV25 streams/journals/dss

Brecht Verbeken Marie-Anne Guerry Wouter Verbeke Sam Verboven Uplift Model Evaluation with Ordinal Dominance Graphs. 90:1-90:56 2025 26 J. Mach. Learn. Res. https://jmlr.org/papers/v26/22-1455.html db/journals/jmlr/jmlr26.html#VerbekenGVV25

Benjamin Schindler Melle Mendikowski Thomas Schmid 0003 Sam Verboven When to Use Discriminator Ensembles? Cross-Domain Evidence of Multi-Adversarial Learning. 345-357 2025 IDEAL (1) https://doi.org/10.1007/978-3-032-10486-1_32 conf/ideal/2025-1 db/conf/ideal/ideal2025-1.html#SchindlerMSV25 streams/conf/ideal Alessandro Marchese Jeroen Berrevoets Sam Verboven Causal Explanation-Guided Learning for Organ Allocation. 2025 NeurIPS http://papers.nips.cc/paper_files/paper/2025/hash/fde7a53da2d95f459331e308e684c9a9-Abstract-Conference.html conf/nips/2025 db/conf/nips/neurips2025.html#MarcheseBV25

Stig Hellemans Andres Algaba Sam Verboven Vincent Ginis Flexible Counterfactual Explanations with Generative Models. 2025 February abs/2502.17613 CoRR https://doi.org/10.48550/arXiv.2502.17613 db/journals/corr/corr2502.html#abs-2502-17613 streams/journals/corr

Mathias Hanson Gregory Lewkowicz Sam Verboven Engineering the Law-Machine Learning Translation Problem: Developing Legally Aligned Models. 2025 April abs/2504.16969 CoRR https://doi.org/10.48550/arXiv.2504.16969 db/journals/corr/corr2504.html#abs-2504-16969 streams/journals/corr

Simon De Vos Jente Van Belle Andres Algaba Wouter Verbeke Sam Verboven Decision-centric fairness: Evaluation and optimization for resource allocation problems. 2025 April abs/2504.20642 CoRR https://doi.org/10.48550/arXiv.2504.20642 db/journals/corr/corr2504.html#abs-2504-20642 streams/journals/corr

Emilie Grégoire Muhammad Hafeez Chaudhary Sam Verboven Sample-level weighting for multi-task learning with auxiliary tasks. 3482-3501 2024 54 Appl. Intell. 4 https://doi.org/10.1007/s10489-024-05300-9 db/journals/apin/apin54.html#GregoireCV24

Arno De Caigny Koen W. De Bock Sam Verboven Hybrid black-box classification for customer churn prediction with segmented interpretability analysis. 114217 2024 181 Decis. Support Syst. https://doi.org/10.1016/j.dss.2024.114217 db/journals/dss/dss181.html#CaignyBV24 streams/journals/dss

Alessandro Marchese Hans de Ferrante Jeroen Berrevoets Sam Verboven DynamITE: Optimal time-sensitive organ offers using ITE. 696-713 2024 ML4H@NeurIPS https://proceedings.mlr.press/v259/marchese25a.html conf/ml4h/2024 db/conf/ml4h/ml4h2024.html#MarcheseFBV24 streams/conf/ml4h

Sam Verboven Muhammad Hafeez Chaudhary Jeroen Berrevoets Vincent Ginis Wouter Verbeke HydaLearn. 5808-5822 2023 March 53 Appl. Intell. 5 https://doi.org/10.1007/s10489-022-03695-x db/journals/apin/apin53.html#VerbovenCBGV23

Emilie Grégoire Sam Verboven Towards Sustainable Power Systems: Exploring the Opportunities of Multi-task Learning for Battery Degradation Forecasting. 116-133 2023 AI4KMES@ECAI https://doi.org/10.1007/978-3-031-61069-1_9 conf/ai4kmes/2023 db/conf/ai4kmes/ai4kmes2023.html#GregoireV23

Emilie Grégoire Muhammad Hafeez Chaudhary Sam Verboven Sample-Level Weighting for Multi-Task Learning with Auxiliary Tasks. 2023 abs/2306.04519 CoRR https://doi.org/10.48550/arXiv.2306.04519 db/journals/corr/corr2306.html#abs-2306-04519

Christopher Bockel-Rickermann Sam Verboven Tim Verdonck Wouter Verbeke A Causal Perspective on Loan Pricing: Investigating the Impacts of Selection Bias on Identifying Bid-Response Functions. 2023 abs/2309.03730 CoRR https://doi.org/10.48550/arXiv.2309.03730 db/journals/corr/corr2309.html#abs-2309-03730

Jelmer Jan Koorn Xixi Lu 0001 Henrik Leopold Niels Martin Sam Verboven Hajo A. Reijers Mining Statistical Relations for Better Decision Making in Healthcare Processes. 32-39 2022 ICPM https://doi.org/10.1109/ICPM57379.2022.9980719 conf/icpm/2022 db/conf/icpm/icpm2022.html#KoornLLMVR22

Sam Verboven Jeroen Berrevoets Chris Wuytens Bart Baesens Wouter Verbeke Autoencoders for strategic decision support. 113422 2021 150 Decis. Support Syst. https://doi.org/10.1016/j.dss.2020.113422 db/journals/dss/dss150.html#VerbovenBWBV21

Sam Verboven Niels Martin Combining the Clinical and Operational Perspectives in Heterogeneous Treatment Effect Inference in Healthcare Processes. 327-339 2021 ICPM Workshops https://doi.org/10.1007/978-3-030-98581-3_24 conf/icpm/2021w db/conf/icpm/icpm2021w.html#VerbovenM21

Sam Verboven Jeroen Berrevoets Chris Wuytens Bart Baesens Wouter Verbeke Autoencoders for strategic decision support. 2020 abs/2005.01075 CoRR https://arxiv.org/abs/2005.01075 db/journals/corr/corr2005.html#abs-2005-01075

Sam Verboven Muhammad Hafeez Chaudhary Jeroen Berrevoets Wouter Verbeke HydaLearn: Highly Dynamic Task Weighting for Multi-task Learning with Auxiliary Tasks. 2020 abs/2008.11643 CoRR https://arxiv.org/abs/2008.11643 db/journals/corr/corr2008.html#abs-2008-11643

Jeroen Berrevoets Sam Verboven Wouter Verbeke Optimising Individual-Treatment-Effect Using Bandits. 2019 abs/1910.07265 CoRR http://arxiv.org/abs/1910.07265 db/journals/corr/corr1910.html#abs-1910-07265

Sam Verboven Kurt Vanmechelen Jan Broeckhove Network Aware Scheduling for Virtual Machine Workloads with Interference Models. 617-629 2015 8 IEEE Trans. Serv. Comput. 4 https://doi.org/10.1109/TSC.2014.2312912 http://doi.ieeecomputersociety.org/10.1109/TSC.2014.2312912 db/journals/tsc/tsc8.html#VerbovenVB15

Sam Verboven Model driven scheduling for virtualized workloads University of Antwerp, Belgium 2013 https://hdl.handle.net/10067/1092060151162165141

Sam Verboven Kurt Vanmechelen Jan Broeckhove Black box scheduling for resource intensive virtual machine workloads with interference models. 1871-1884 2013 29 Future Gener. Comput. Syst. 8 https://doi.org/10.1016/j.future.2013.04.027 db/journals/fgcs/fgcs29.html#VerbovenVB13

Sam Verboven Kurt Vanmechelen Jan Broeckhove Multiplexing Low and High QoS Workloads in Virtual Environments. 175-190 2010 JSSPP https://doi.org/10.1007/978-3-642-16505-4_10 conf/jsspp/2010 db/conf/jsspp/jsspp2010.html#VerbovenVB10 Peter Hellinckx Sam Verboven Frans Arickx Jan Broeckhove Predicting Parameter Sweep Jobs: From Simulation to Grid Implementation. 402-408 2009 CISIS https://doi.org/10.1109/CISIS.2009.86 https://doi.ieeecomputersociety.org/10.1109/CISIS.2009.86 conf/cisis/2009 db/conf/cisis/cisis2009.html#HellinckxVAB09 Peter Hellinckx Sam Verboven Frans Arickx Jan Broeckhove Runtime Prediction in Desktop Grid Scheduling. 204-231 2009 Parallel Programming, Models and Applications in Grid and P2P Systems https://doi.org/10.3233/978-1-60750-004-9-204 series/apc/2009-17 db/series/apc/apc17.html#HellinckxVAB09 Sam Verboven Peter Hellinckx Frans Arickx Jan Broeckhove Runtime Prediction Based Grid Scheduling of Parameter Sweep Jobs. 33-38 2008 APSCC https://doi.org/10.1109/APSCC.2008.189 https://doi.ieeecomputersociety.org/10.1109/APSCC.2008.189 conf/apscc/2008 db/conf/apscc/apscc2008.html#VerbovenHAB08 Sam Verboven Peter Hellinckx Jan Broeckhove Frans Arickx Dynamic Grid Scheduling Using Job Runtime Requirements and Variable Resource Availability. 223-232 2008 Euro-Par https://doi.org/10.1007/978-3-540-85451-7_25 conf/europar/2008 db/conf/europar/europar2008.html#VerbovenHBA08 Andres Algaba Frans Arickx Bart Baesens Jente Van Belle Jeroen Berrevoets Koen W. De Bock Christopher Bockel-Rickermann Jan Broeckhove Arno De Caigny Muhammad Hafeez Chaudhary Filip Van Droogenbroeck Hans de Ferrante Vincent Ginis Emilie Grégoire Marie-Anne Guerry Mathias Hanson Stig Hellemans Peter Hellinckx Vincent Holst Jelmer Jan Koorn Henrik Leopold Gregory Lewkowicz Xixi Lu 0001 Alessandro Marchese Niels Martin Melle Mendikowski Melika Mobini Hajo A. Reijers Benjamin Schindler Thomas Schmid 0003 Arne Vanhoyweghen Tibo Vanleke Kurt Vanmechelen Wouter Verbeke Brecht Verbeken Bert Verbruggen Tim Verdonck Lukas Van de Voorde Simon De Vos Chris Wuytens