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Sampling and empirical risk minimization

Stéphan Clémençon , Patrice Bertail , Emilie Chautru
Statistics, 2016, 51 (1), pp.30-42. ⟨10.1080/02331888.2016.1259810⟩
Journal articles hal-02107516v1

Empirical Processes in Survey Sampling with (Conditional) Poisson Designs

Patrice Bertail , Emilie Chautru , Stéphan Clémençon
Scandinavian Journal of Statistics, 2016, 44 (1), pp.97-111. ⟨10.1111/sjos.12243⟩
Journal articles hal-02107503v1

A Statistical Learning View of Simple Kriging

Emilia Siviero , Emilie Chautru , Stéphan Clémençon
Preprints, Working Papers, ... hal-03670085v1
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Optimal survey schemes for stochastic gradient descent with applications to M-estimation

Stéphan Clémençon , Patrice Bertail , Emilie Chautru , Guillaume Papa
ESAIM: Probability and Statistics, 2019, 23, pp.310-337. ⟨10.1051/ps/2018021⟩
Journal articles hal-02078108v1