From bf986065c9b997289dd0d03c5b24a2858a5c82c7 Mon Sep 17 00:00:00 2001 From: Marius Schlegel <85943265+mariusschlegel@users.noreply.github.com> Date: Tue, 25 Jul 2023 11:50:08 +0000 Subject: [PATCH] Add "MLflow2PROV: Extracting Provenance from Machine Learning Experiments" to papers.md --- papers.md | 1 + 1 file changed, 1 insertion(+) diff --git a/papers.md b/papers.md index 80f6bc0..acd4edf 100644 --- a/papers.md +++ b/papers.md @@ -4,6 +4,7 @@ This section lists scientific and industrial papers about ML operalization since ## 2023 +1. **[Marius Schlegel, Kai-Uwe Sattler. "MLflow2PROV: Extracting Provenance from Machine Learning Experiments", 7th Workshop on Data Management for End-to-End Machine Learning (DEEM@SIGMOD '23), 2023.](https://dl.acm.org/doi/pdf/10.1145/3595360.3595859)** **([GitHub: MLflow2PROV](https://github.com/mariusschlegel/mlflow2prov))**
1. **[Socio-Technical Anti-Patterns in Building ML-Enabled Software: Insights from Leaders on the Forefront](https://sws.informatik.uni-leipzig.de/wp-content/uploads/2023/01/socio-technical-anti-patterns-icse2023.pdf)**
1. **[Data Models for Dataset Drift Controls in Machine Learning With Images](https://github.com/aiaudit-org/raw2logit): [Paper](https://arxiv.org/abs/2211.02578) | [Code](https://github.com/aiaudit-org/raw2logit)**