papers.bib

---
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@Article{alberge2024survivalmodelsproperscoring,
      title={Survival Models: Proper Scoring Rule and Stochastic Optimization with Competing Risks}, 
      author={Julie Alberge and Vincent Maladière and Olivier Grisel and Judith Abécassis and Gaël Varoquaux},
      year={2024},
      eprint={2410.16765},
      archivePrefix={arXiv},
      primaryClass={stat.ML},
      url={https://arxiv.org/abs/2410.16765},
      PDF={https://arxiv.org/pdf/2410.16765.pdf}, 
}

@unpublished{abecassis:hal-04774700,
  TITLE = {{From prediction to prescription: Machine learning and Causal Inference}},
  AUTHOR = {Ab{\'e}cassis, Judith and Dumas, Elise and Alberge, Julie and Varoquaux, Ga{\"e}l},
  URL = {https://hal.science/hal-04774700},
  YEAR = {2024},
  MONTH = Nov,
  KEYWORDS = {personalized medicine ; data-driven decision making ; large scale data ; causal inference ; machine learning},
  PDF = {https://hal.science/hal-04774700v1/file/CausalReview.pdf},
  HAL_ID = {hal-04774700},
  HAL_VERSION = {v1},
}