SmallData Symposium 2024

Prof. Dr.  

Josif Grabocka

Department of Engineering, University of Technology Nuremberg
Ulmenstraße 52i, 90443 Nuremberg

Projects

Publications

Pineda Arango S, Janowski M, Purucker L, Zela A, Hutter F, Grabocka J. Regularized Neural Ensemblers, AutoML 2025. Jun 2025
Mallik N, Janowski M, Hog J, Rakotoarison H, Klein A, Grabocka J, Hutter F. Warmstarting for Scaling Language Models, NeurIPS 2024. Nov 2024
Pineda Arango S, Janowski M, Purucker L, Zela A, Hutter F, Grabocka J. Ensembling Finetuned Language Models for Text Classification, arXiv. Oct 2024
Rapant I, Purucker L, Ferreira F, Arango SP, Kadra A, Grabocka J, Hutter F. Quick-Tune-Tool: A Practical Tool and its User Guide for Automatically Finetuning Pretrained Models, AutoML Conference 2024 (Workshop Track). Jul 2024

Related Resources in the Small Data Companion

Grabocka J, et al. (2024) Finetuning Text Classifiers
Model, algorithm or code
Grabocka J, et al. (2024) IMDB
Dataset
Grabocka J, et al. (2024) Tweet Sentiment Extraction
Dataset
Grabocka J, et al. (2024) AG News
Dataset
Grabocka J, et al. (2024) DBpedia 14
Dataset
Grabocka J, et al. (2024) SST-2
Dataset
Grabocka J, et al. (2024) SetFit MNLI
Dataset
Grabocka J, et al. (2025) Regularized Neural Ensemblers
Model, algorithm or code
Grabocka J, et al. (2025) TabRepo
Dataset
Grabocka J, et al. (2025) QuickTune meta-datasets
Dataset
Grabocka J, et al. (2025) Finetuning Text Classifiers
Dataset
Grabocka J, et al. (2025) NAS-Bench-201
Dataset
Arango SP, et al. (2024) Quick-Tune-Tool
Model, algorithm or code
Arango SP, et al. (2024) Oxford Flowers 102
Dataset
Arango SP, et al. (2024) Stanford Cars
Dataset
Arango SP, et al. (2024) Imagenette
Dataset
Arango SP, et al. (2024) FGVC-Aircraft
Dataset

Administrative Manager

Marc Schumacher

Institute of Medical Biometry and Statistics,
Faculty of Medicine and Medical Center –
University of Freiburg