Pierre E. Jacob

Publication Activity (10 Years)

Years Active: 2013-2021
Publications (10 Years): 7

Top Topics

Streaming Time Series

Sequential Monte Carlo

Particle Filter

Top Venues

IEEE Trans. Control. Syst. Technol.

Publications

Kimia Nadjahi, Alain Durmus, Pierre E. Jacob, Roland Badeau, Umut Simsekli
Fast Approximation of the Sliced-Wasserstein Distance Using Concentration of Random Projections. NeurIPS (2021)
Kimia Nadjahi, Alain Durmus, Pierre E. Jacob, Roland Badeau, Umut Simsekli
Fast Approximation of the Sliced-Wasserstein Distance Using Concentration of Random Projections. CoRR (2021)
Lawrece Middleton, George Deligiannidis, Arnaud Doucet, Pierre E. Jacob
Unbiased Smoothing using Particle Independent Metropolis-Hastings. AISTATS (2019)
Alexander Lin, Yingzhuo Zhang, Jeremy Heng, Stephen A. Allsop, Kay M. Tye, Pierre E. Jacob, Demba E. Ba
Clustering Time Series with Nonlinear Dynamics: A Bayesian Non-Parametric and Particle-Based Approach. AISTATS (2019)
Niloy Biswas, Pierre E. Jacob, Paul Vanetti
Estimating Convergence of Markov chains with L-Lag Couplings. NeurIPS (2019)
Pierre E. Jacob, Seyed Mohammad Mahdi Alavi, Adam Mahdi, Stephen J. Payne, David A. Howey
Bayesian Inference in Non-Markovian State-Space Models With Applications to Battery Fractional-Order Systems. IEEE Trans. Control. Syst. Technol. 26 (2) (2018)
Alexander Lin, Yingzhuo Zhang, Jeremy Heng, Stephen A. Allsop, Kay M. Tye, Pierre E. Jacob, Demba E. Ba
Clustering Time Series with Nonlinear Dynamics: A Bayesian Non-Parametric and Particle-Based Approach. CoRR (2018)
Pierre E. Jacob, Lawrence M. Murray, Sylvain Rubenthaler
Path storage in the particle filter. Stat. Comput. 25 (2) (2015)
Lawrence M. Murray, Anthony Lee, Pierre E. Jacob
Rethinking resampling in the particle filter on graphics processing units CoRR (2013)