775 citations
- Eindhoven University of TechnologyNL24 papers
- Centrum Wiskunde & InformaticaNL23 papers
- University of AmsterdamNL14 papers
- Centre National de la Recherche ScientifiqueFR9 papers
- University College LondonGB9 papers
- Maastricht UniversityNL8 papers
- Delft University of TechnologyNL7 papers
- UCLouvainBE7 papers
- Universitat Politècnica de CatalunyaES7 papers
- University of AntwerpBE7 papers
- University of GroningenNL7 papers
- Georgia Institute of TechnologyUS6 papers
294 papers
Estimating Item Difficulty with Large Language Models as Experts
Diana Kolesnikova, Kirill Fedyanin, Abe D. Hofman +2
Accurate estimates of item difficulty are essential for valid assessment and effective adaptive learning. However, for newly created tasks, response data are typically unavailable.…
Mamba Sequence Modeling meets Model Predictive Control
Michiel Cevaal, Thomas de Jong, Mircea Lazar
In this paper, we consider the design of Model Predictive Control (MPC) algorithms based on Mamba neural networks. Mamba is a neural network architecture capable of sub-quadratic c…
Integrating SAINT with Tree-Based Models: A Case Study in Employee Attrition Prediction
Adil Derrazi, Javad Pourmostafa Roshan Sharami
Employee attrition presents a major challenge for organizations, increasing costs and reducing productivity. Predicting attrition accurately enables proactive retention strategies,…
Toward domain-specific machine translation and quality estimation systems
Javad Pourmostafa Roshan Sharami
Machine Translation (MT) and Quality Estimation (QE) perform well in general domains but degrade under domain mismatch. This dissertation studies how to adapt MT and QE systems to…
HyCARD-Net: A Synergistic Hybrid Intelligence Framework for Cardiovascular Disease Diagnosis
Rajan Das Gupta, Xiaobin Wu, Xun Liu +1
Cardiovascular disease (CVD) remains the foremost cause of mortality worldwide, underscoring the urgent need for intelligent and data-driven diagnostic tools. Traditional predictiv…
Reusability in MLOps: Leveraging Ports and Adapters to Build a Microservices Architecture for the Maritime Domain
Renato Cordeiro Ferreira, Aditya Dhinavahi, Rowanne Trapmann +1
ML-Enabled Systems (MLES) are inherently complex since they require multiple components to achieve their business goal. This experience report showcases the software architecture r…