SZodixStudyAcademic Library
ShelvesOpen access
Study · an open academic library·Metadata from OpenAlex (CC0)·Shelves·OpenAlex metadata, de-duplicated
MLflow2PROV: Extracting Provenance from Machine Learning Experiments
3 references·2 citing·18 second hop
MLflow2PROV: Extracting Provenance from Machine Learning Experiments (2023)MLflow2PROV: Extracting Provenance from M…Management of Machine Learning Lifecycle Artifacts (2023)Management of Machine Learnin…Workflow provenance in the lifecycle of scientific machine learning (2021)Workflow provenance in the li…MEX vocabulary (2015)MEX vocabularyDLProv: a suite of provenance services for deep learning workflow analyses (2025)DLProv: a suite of provenance…DLProv: A Data-Centric Support for Deep Learning Workflow Analyses (2024)DLProv: A Data-Centric Suppor…Experiment Databases: Towards an Improved Experimental Methodology in Machine Learning (2007)The design and realisation of the Virtual Research Environment for social sharing of workflows (2008)Wings: Intelligent Workflow-Based Design of Computational Experiments (2010)Provenance Data in the Machine Learning Lifecycle in Computational Science and Engineering (2019)Machine Learning Pipelines: Provenance, Reproducibility and FAIR Data Principles (2021)Provenance and scientific workflows (2008)A survey on provenance: What for? What form? What from? (2017)FactSheets: Increasing trust in AI services through supplier's declarations of conformity (2019)Towards Lightweight Data Integration Using Multi-Workflow Provenance and Data Observability (2023)Capturing end-to-end provenance for machine learning pipelines (2024)PROV-AGENT: Unified Provenance for Tracking AI Agent Interactions in Agentic Workflows (2025)M odel DB (2016)Developments in MLflow (2020)Workflow Provenance in the Computing Continuum for Responsible, Trustworthy, and Energy-Efficient AI (2024)Provenance for Computational Tasks: A Survey (2008)Data Lifecycle Challenges in Production Machine Learning (2018)A responsible artificial intelligence framework for forensic science (2025)Exploring the Intersection of Machine Learning and Big Data: A Survey (2025)
this work references cited by second hop

References

  • 2023Management of Machine Learning Lifecycle Artifacts64 cited
  • 2015MEX vocabulary54 cited
  • 2021Workflow provenance in the lifecycle of scientific machine learning46 cited

Cited by

  • 2024DLProv: A Data-Centric Support for Deep Learning Workflow Analyses17 cited
  • 2025DLProv: a suite of provenance services for deep learning workflow analyses12 cited

Only edges whose both ends are imported exist here. Widen the year window, or show the whole map. Back to the work