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Agent-Based Model Calibration using Machine Learning Surrogates

Francesco Lamperti , Andrea Roventini , Amir Sani
2017
Pré-publication, Document de travail hal-01499344v1
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Risk-Aversion in Multi-armed Bandits

Amir Sani , Alessandro Lazaric , Rémi Munos
[Research Report] 2012
Rapport hal-00750298v1
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Exploiting easy data in online optimization

Amir Sani , Gergely Neu , Alessandro Lazaric
Advances in Neural Information Processing 27, Dec 2014, Montreal, Canada
Communication dans un congrès hal-01079428v1
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The Replacement Bootstrap for Dependent Data

Amir Sani , Alessandro Lazaric , Daniil Ryabko
Proceedings of the IEEE International Symposium on Information Theory, Jun 2015, Hong Kong, Hong Kong SAR China
Communication dans un congrès hal-01144547v1
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Machine Learning for Decision Making

Amir Sani
Machine Learning [stat.ML]. Université de Lille 1, 2015. English. ⟨NNT : ⟩
Thèse tel-01256178v1
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A Machine Learning Approach to the Forecast Combination Puzzle

Antoine Mandel , Amir Sani
2017
Pré-publication, Document de travail halshs-01317974v3
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Risk-Aversion in Multi-armed Bandits

Amir Sani , Alessandro Lazaric , Rémi Munos
NIPS - Twenty-Sixth Annual Conference on Neural Information Processing Systems, Dec 2012, Lake Tahoe, United States
Communication dans un congrès hal-00772609v1