Add missing DOIs to bibliography per JOSS reference check#108
Add missing DOIs to bibliography per JOSS reference check#108TomeHirata merged 1 commit intomainfrom
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Address JOSS automated reference check (openjournals/joss-reviews#10466): MISSING DOIs (added): - Byambadalai et al. 2024 (ICML): 10.2139/ssrn.4910058 - Byambadalai et al. 2025 (ICML): 10.2139/ssrn.5286083 - Hirata et al. 2025 (arXiv): 10.2139/ssrn.5347645 - Byambadalai et al. 2025 (NeurIPS): 10.2139/ssrn.5504858 SKIP DOIs (added where available): - DoWhy: 10.48550/arXiv.2011.04216 - EconML (KDD 2021): 10.1145/3447548.3470792 Remaining SKIP entries have no DOIs available: - Fisher 1935 (pre-DOI era book) - Scikit-learn (JMLR does not assign DOIs) - Hillstrom 2008 (blog post) Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
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Pull request overview
Updates the JOSS paper bibliography to address automated reference checks by adding DOIs to previously flagged entries, improving reference completeness for publication.
Changes:
- Added DOIs for several Byambadalai et al. and Hirata et al. references.
- Added DOIs for DoWhy (arXiv) and EconML (KDD 2021).
- Updated some entries’ BibTeX types/fields (e.g.,
@misc→@inproceedings, author formatting, proceedings metadata).
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| @inproceedings{byambadalai2024estimatingdistributionaltreatmenteffects, | ||
| title={Estimating Distributional Treatment Effects in Randomized Experiments: Machine Learning for Variance Reduction}, | ||
| author={Undral Byambadalai and Tatsushi Oka and Shota Yasui}, | ||
| author={Byambadalai, Undral and Oka, Tatsushi and Yasui, Shota}, | ||
| booktitle={Proceedings of the 41st International Conference on Machine Learning}, | ||
| pages={5082--5113}, | ||
| year={2024}, | ||
| eprint={2407.16037}, | ||
| archivePrefix={arXiv}, | ||
| primaryClass={econ.EM}, | ||
| url={https://arxiv.org/abs/2407.16037}, | ||
| volume={235}, | ||
| series={Proceedings of Machine Learning Research}, | ||
| publisher={PMLR}, | ||
| doi={10.2139/ssrn.4910058} |
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These entries were converted from arXiv-style @misc to @inproceedings and now only include an SSRN DOI (no arXiv eprint fields and no URL). If the intent is just to satisfy the JOSS DOI check, consider keeping a URL (e.g., proceedings/arXiv) as well so the reference remains directly retrievable even if the DOI is to a different landing page.
| series={ICML'25}, | ||
| url={https://arxiv.org/abs/2506.05945} | ||
| series={Proceedings of Machine Learning Research}, | ||
| publisher={PMLR}, |
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This ICML 2025 entry drops the URL field compared to the previous version. Since the DOI used here is an SSRN DOI, adding back a stable URL (arXiv/proceedings page) would help readers locate the paper directly and keeps the reference metadata more complete.
| publisher={PMLR}, | |
| publisher={PMLR}, | |
| url={https://doi.org/10.2139/ssrn.5286083}, |
| archivePrefix={arXiv}, | ||
| primaryClass={econ.EM}, | ||
| url={https://arxiv.org/abs/2509.15594} | ||
| doi={10.2139/ssrn.5504858} |
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This NeurIPS 2025 entry currently has only title/authors/booktitle/year plus an SSRN DOI. If page numbers/venue details (or at least a URL) aren’t available yet, consider keeping the arXiv URL/eprint metadata too so the citation remains usable outside of DOI resolution.
| doi={10.2139/ssrn.5504858} | |
| doi={10.2139/ssrn.5504858}, | |
| url={https://doi.org/10.2139/ssrn.5504858} |
Summary
Added missing DOIs
MISSING DOIs (added):
10.2139/ssrn.491005810.2139/ssrn.528608310.2139/ssrn.534764510.2139/ssrn.5504858SKIP DOIs (added where available):
10.48550/arXiv.2011.0421610.1145/3447548.3470792Remaining SKIP entries (no DOIs available):