48 citations · 190 across the 24 of their papers we have counts for
3 papers · 1 filter
Elements of asymptotic theory with outer probability measures
Jeremie Houssineau, Neil K. Chada, Emmanuel Delande
Outer measures can be used for statistical inference in place of probability measures to bring flexibility in terms of model specification. The corresponding statistical procedures…
On the loss of Fisher information in some multi-object tracking observation models
Jeremie Houssineau, Ajay Jasra, Sumeetpal S. Singh
The concept of Fisher information can be useful even in cases where the probability distributions of interest are not absolutely continuous with respect to the natural reference me…
Identification of multi-object dynamical systems: consistency and Fisher information
Jeremie Houssineau, Sumeetpal S. Singh, Ajay Jasra
Learning the model parameters of a multi-object dynamical system from partial and perturbed observations is a challenging task. Despite recent numerical advancements in learning th…