Joan Giner-Miguelez

Researcher, Barcelona Supercomputing Center

Joined

May 2024

Names

Joan Giner-Miguelez (Preferred)

Emails

****@uoc.edu (Confirmed)

****@bsc.es (Confirmed)

Personal Links

Career & Education History

Researcher

Barcelona Supercomputing Center (bsc.es)

2024 – Present

PhD student

Universitat Oberta de Catalunya (uoc.edu)

2020 – 2024

Advisors, Relations & Conflicts

PhD Advisor

Jordi Cabot

2020 – 2024

Expertise

High-performance Computing

Present

Computational Social Science

2024 – Present

Data-centric machine learning

2020 – Present

Software engineering

2020 – Present

Dataset documentation and infrastructure

2020 – Present

Publications

The Software Diversity Card: A Framework for Reporting Diversity in Software Projects
Joan Giner-Miguelez, Sergio Morales, Sergio Cobos, Javier Luis Cánovas Izquierdo, Robert Clarisó, Jordi Cabot
- CoRR 2025
- Readers: Everyone
Croissant: A Metadata Format for ML-Ready Datasets
Mubashara Akhtar, Omar Benjelloun, Costanza Conforti, Luca Foschini, Joan Giner-Miguelez, Pieter Gijsbers, Sujata Goswami, Nitisha Jain, Michalis Karamousadakis, Michael Kuchnik, Satyapriya Krishna, Sylvain Lesage, Quentin Lhoest, Pierre Marcenac, Manil Maskey, Peter Mattson, Luis Oala, Hamidah Oderinwale, Pierre Ruyssen, Tim Santos et al. (11 additional authors not shown)
- NeurIPS 2024 Track Datasets and Benchmarks Spotlight
- Readers: Everyone
Using Large Language Models to Enrich the Documentation of Datasets for Machine Learning
Joan Giner-Miguelez, Abel Gómez, Jordi Cabot
- CoRR 2024
- Readers: Everyone
On the Readiness of Scientific Data for a Fair and Transparent Use in Machine Learning
Joan Giner-Miguelez, Abel Gómez, Jordi Cabot
- CoRR 2024
- Readers: Everyone
DescribeML: A dataset description tool for machine learning
Joan Giner-Miguelez, Abel Gómez, Jordi Cabot
- Sci. Comput. Program. 2024
- Readers: Everyone
A Standardized Machine-readable Dataset Documentation Format for Responsible AI
Nitisha Jain, Mubashara Akhtar, Joan Giner-Miguelez, Rajat Shinde, Joaquin Vanschoren, Steffen Vogler, Subhra S. Goswami, Yuhan Rao, Tim Santos, Luis Oala, Michalis Karamousadakis, Manil Maskey, Pierre Marcenac, Costanza Conforti, Michael Kuchnik, Lora Aroyo, Omar Benjelloun, Elena Simperl
- CoRR 2024
- Readers: Everyone
Croissant: A Metadata Format for ML-Ready Datasets
Mubashara Akhtar, Omar Benjelloun, Costanza Conforti, Luca Foschini, Joan Giner-Miguelez, Pieter Gijsbers, Sujata S. Goswami, Nitisha Jain, Michalis Karamousadakis, Michael Kuchnik, Satyapriya Krishna, Sylvain Lesage, Quentin Lhoest, Pierre Marcenac, Manil Maskey, Peter Mattson, Luis Oala, Hamidah Oderinwale, Pierre Ruyssen, Tim Santos et al. (11 additional authors not shown)
- NeurIPS 2024
- Readers: Everyone
A domain-specific language for describing machine learning datasets
Joan Giner-Miguelez, Abel Gómez, Jordi Cabot
- J. Comput. Lang. 2023
- Readers: Everyone
DataDoc Analyzer: A Tool for Analyzing the Documentation of Scientific Datasets
Joan Giner-Miguelez, Abel Gómez, Jordi Cabot
- CIKM 2023
- Readers: Everyone
Enabling Content Management Systems as an Information Source in Model-Driven Projects
Joan Giner-Miguelez, Abel Gómez, Jordi Cabot
- RCIS 2022
- Readers: Everyone

View all 11 publications

Co-Authors

View all 41 co-authors