Rethinking resampling in the particle filter on graphics processing units - Lawrence M. Murray; Anthony Lee; Pierre E. Jacob (CoRR, 2013)

Path storage in the particle filter. - Pierre E. Jacob; Lawrence M. Murray; Sylvain Rubenthaler (Stat. Comput., 2015)

Bayesian Inference in Non-Markovian State-Space Models With Applications to Battery Fractional-Order Systems. - Pierre E. Jacob; Seyed Mohammad Mahdi Alavi; Adam Mahdi; Stephen J. Payne; David A. Howey (IEEE Trans. Control. Syst. Technol., 2018)

Clustering Time Series with Nonlinear Dynamics: A Bayesian Non-Parametric and Particle-Based Approach. - Alexander Lin; Yingzhuo Zhang; Jeremy Heng; Stephen A. Allsop; Kay M. Tye; Pierre E. Jacob; Demba E. Ba (AISTATS, 2019)

Unbiased Smoothing using Particle Independent Metropolis-Hastings. - Lawrece Middleton; George Deligiannidis; Arnaud Doucet; Pierre E. Jacob (AISTATS, 2019)

Estimating Convergence of Markov chains with L-Lag Couplings. - Niloy Biswas; Pierre E. Jacob; Paul Vanetti (NeurIPS, 2019)

Fast Approximation of the Sliced-Wasserstein Distance Using Concentration of Random Projections. - Kimia Nadjahi; Alain Durmus; Pierre E. Jacob; Roland Badeau; Umut Simsekli (NeurIPS, 2021)