Peer-Reviewed Publications

Preprints

- Ahmed Sid-Ali and K. Khadraoui and (2018). A mirror stochastic gradient learning for a random geometric social network.

- Ahmed Sid-Ali and K. Khadraoui (2018). Asymptotic adaptive threshold for connectivity in a random geometric social network. [arXiv].

- Ahmed Sid-Ali and K. Khadraoui (2018). A random geometric social network with Poisson point measures. [arXiv].

Publications

- K. Khadraoui and Pierre Ribereau. Bayesian inference with M-splines on spectral measure of bivariate extremes. Methodology and Computing in Applied Probability (2019) 21:765–788

- K. Khadraoui. Nonparametric adaptive Bayesian regression using priors with tractable normalizing constants and under qualitative assumptions. International Journal of Approximate Reasoning (2017), Volume 80, Pages 257–276 (Special Issue on Bayesian nonparametrics).

- K. Khadraoui. A smoothing stochastic simulated annealing method for localized shapes approximation. Journal of Mathematical Analysis and Applications (2017), Volume 446, Issue 1, Pages 1018–1029.

- R. Samb, K. Khadraoui, P. Belleau, A. Deschênes, L. Lakhal and A. Droit. Using informative Multinomial-Dirichlet prior in a t-mixture with reversible jump estimation of nucleosome positions for genome-wide profiling. Statistical Applications in Genetics and Molecular Biology (2015) Volume 14, Issue 6, Pages 517--532 Package R

- Christophe Abraham and Khader Khadraoui. Bayesian regression with B-splines under combinations of shape constraints and smoothness properties . Statistica Neerlandica (2015). Vol. 69, nr. 2, pp. 150–170

- K. Khadraoui. Nonparametric Bayesian regression under combinations of local shape constraints . Springer Proceedings in Mathematics and Statistics. Volume 118, pp 135-147 (2015).

- K. Khadraoui. A simple Markovian individual based model as a means of understanding forest dynamics . Mathematics and Computer in Simulation. 107: pp. 1-23 (2015).

- K. Khadraoui. Computational modeling for forest dynamics with Markov model individual-centered . Symposcience (2010). http://prodinra.inra.fr/record/194248

Advising

Post-doctoral students

- Rawane Samb (Feb. 2013 --- July 2014). Co-adv: Arnaud Droit. ``Using informative Multinomial-Dirichlet prior in a t-mixture with reversible jump estimation of nucleosome positions for genome-wide profiling.''

Ph.D Students

- Ahmed Sid-Ali (Sep. 2014 --- Nov. 2018). ``A measure valued empirical process for interacting particle system applied to complex networks''.

- Adnan Bras-Ali (May 2015 --- Present).

- Alia Ali (Sep. 2015 --- Present).

Masters Students

- Marwa Essid (Sep. 2017 --- May 2019). `` Regulated macroscopic approximation of some risk indicators''.

- Jean-Milou Pierre (Sep. 2014 --- Apr. 2016). Co-adv: Thierry Duchesne. ``Bayesian discret choice in conditionnal logistic regression model''.

- Nusret Topuyrek (July. 2013 --- Dec. 2013). Co-adv: Louis-Paul Rivest. ``Bayesian inference on the estimation of the dependence (the spectral measure) of the bivariate distribution of extremes and estimation through Monte Carlo Markov Chain methods.''

Undergraduate Students

- Guillaume Martin (Dec. 2018 --- Apr. 2019).

- Marwa Essid (March 2017 --- July 2017). ``Nonparametric inference for a social network distribution with singular part.''

- Maxime Dion (May 2014 --- August 2014). Co-adv: Louis-Paul Rivest. ``Bayesian inference on some copula models.''