recommender systems

3 items

RESEARCHarXiv CS.LG·20h ago

MedicalRec: Medical recommender system for image classification without retraining

This study introduces MedicalRec, a medical recommender system for image classification, designed to optimize model selection without the need for extensive retraining. It addresses the computational and energy challenges of model identification by leveraging a publicly available dataset, MedicalRec-Bench, compiled from 3,000 articles and over 5,000 tested model records.

recommender systems deep learning machine learning healthcare AI

RESEARCHDEV.to AI·26d ago

DPAA Debiases GNN Recommenders by Reweighting Message Passing

arXiv paper 2605.11145 introduces DPAA, a debiasing framework for GNN-based collaborative filtering that applies adaptive weighting during message passing. It effectively counters popularity amplification and outperforms previous debiasing methods on real-world datasets.

recommender systems Graph Neural Networks machine learning Collaborative Filtering

RESEARCHarXiv CS.CL·4/16/2026

WorkRB: A Community-Driven Evaluation Framework for AI in the Work Domain

WorkRB is the first open-source, community-driven benchmark for AI in the work domain, addressing research fragmentation and employment data sensitivity. It unifies 13 diverse tasks from 7 groups as recommendation and NLP tasks, such as job/skill recommendation and skill extraction.

hiring future-of-work recommender systems NLP