Publications

Joseph Wonsil, Rúbia Guerra, Adam Pocock, Jack Sullivan and Margo Seltzer, "Raising the Reproducibility Bar." In the proceedings of Proceedings of the 2025 ACM Conference on Reproducibility and Replicability, 2025. View Paper

Joseph Wonsil, Nichole Boufford, and Margo Seltzer, "Experience with Reproducibility and Consistency in Writing an Academic Paper." In the proceedings of Proceedings of the 2025 ACM Conference on Reproducibility and Replicability, 2025. View Paper

Adam Craig Pocock, Joseph Wonsil, Romina Mahinpei, Jack Sullivan, Margo Seltzer, "Provenance Design and Evolution in a Production ML Library." In Championing Open-source DEvelopment in ML Workshop@ ICML25. View Paper

Nichole Boufford, Joseph Wonsil, Adam Pocock, Jack Sullivan, Margo Seltzer, Thomas Pasquier, "Computational Experiment Comprehension Using Provenance Summarization." In the proceedings of Proceedings of the 2024 ACM Conference on Reproducibility and Replicability, 2024. View Paper

Joseph Wonsil, Jack Sullivan, Margo Seltzer, Adam Pocock, "Integrated Reproducibility with Self-describing Machine Learning Models." In the proceedings of Proceedings of the 2023 ACM Conference on Reproducibility and Replicability, 2023. View Paper

Barbara Lerner, Emery Boose, Orenna Brand, Aaron Ellison, Elizabeth Fong, Matthew Lau, Khanh Ngo, Thomas Pasquier, Luis Perez, Margo Seltzer, Rose Sheehan, Joseph Wonsil, "Making Provenance Work for You." The R Journal, 2023. View Paper

Joseph Wonsil, Nichole Boufford, Prakhar Agrawal, Christopher Chen, Tianhang Cui, Akash Sivaram, Margo Seltzer, "Reproducibility as a Service." Software: Practice and Experience, 2023. View Paper