Patrick Saux

According to our database1, Patrick Saux authored at least 7 papers between 2021 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Links

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Bibliography

2024
Mathematics of statistical sequential decision-making: concentration, risk-awareness and modelling in stochastic bandits, with applications to bariatric surgery. (Mathématiques de la prise de décision séquentielle statistique : concentration, aversion au risque et modélisation pour les bandits stochastiques, et applications à la chirurgie bariatrique).
PhD thesis, 2024

Mathematics of statistical sequential decision-making: concentration, risk-awareness and modelling in stochastic bandits, with applications to bariatric surgery.
CoRR, 2024

2023
Development and validation of an interpretable machine learning-based calculator for predicting 5-year weight trajectories after bariatric surgery: a multinational retrospective cohort SOPHIA study.
CoRR, 2023

Bregman Deviations of Generic Exponential Families.
Proceedings of the Thirty Sixth Annual Conference on Learning Theory, 2023

Risk-aware linear bandits with convex loss.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2021
From Optimality to Robustness: Dirichlet Sampling Strategies in Stochastic Bandits.
CoRR, 2021

From Optimality to Robustness: Adaptive Re-Sampling Strategies in Stochastic Bandits.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021


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