Academic Profile : Faculty
Asst Prof Jeremie Houssineau
Assistant Professor, School of Physical & Mathematical Sciences
External Links
Journal Articles
(Not applicable to NIE
staff as info will be
pulled from PRDS)
(Not applicable to NIE
staff as info will be
pulled from PRDS)
J. Heng, J. Houssineau and A. Jasra: On Unbiased Score Estimation for Partially Observed Diffusions. Accepted in: Journal of Machine Learning Research.
H. Cai, J. Houssineau, B. A. Jones, M. Jah and J. Zhang: Possibility generalized labeled multi-Bernoulli filter for multi-target tracking under epistemic uncertainty. IEEE Transactions on Aerospace and Electronic Systems, 59(2), 1312–1326, 2023.
J. Houssineau: A linear algorithm for multi-target tracking in the context of possibility theory. IEEE Transactions on Signal Processing, 69, 2740–2751, 2021.
J. Houssineau, A. Jasra and S.S. Singh: On Large Lag Smoothing for Hidden Markov Models. SIAM Journal on Numerical Analysis, 57(6), 2812–2828, 2019.
J. Houssineau and D.E. Clark: Multi-target filtering with linearized complexity. IEEE Transactions on Signal Processing, 66(18), 4957-4970, 2018.
J. Houssineau and A.N. Bishop: Smoothing and filtering with a class of outer measures
SIAM/ASA Journal on Uncertainty Quantification, 6(2), 845-866, 2018.
H. Cai, J. Houssineau, B. A. Jones, M. Jah and J. Zhang: Possibility generalized labeled multi-Bernoulli filter for multi-target tracking under epistemic uncertainty. IEEE Transactions on Aerospace and Electronic Systems, 59(2), 1312–1326, 2023.
J. Houssineau: A linear algorithm for multi-target tracking in the context of possibility theory. IEEE Transactions on Signal Processing, 69, 2740–2751, 2021.
J. Houssineau, A. Jasra and S.S. Singh: On Large Lag Smoothing for Hidden Markov Models. SIAM Journal on Numerical Analysis, 57(6), 2812–2828, 2019.
J. Houssineau and D.E. Clark: Multi-target filtering with linearized complexity. IEEE Transactions on Signal Processing, 66(18), 4957-4970, 2018.
J. Houssineau and A.N. Bishop: Smoothing and filtering with a class of outer measures
SIAM/ASA Journal on Uncertainty Quantification, 6(2), 845-866, 2018.
Book Chapters
(Not applicable to NIE
staff as info will be
pulled from PRDS)
(Not applicable to NIE
staff as info will be
pulled from PRDS)
E. Delande and J. Houssineau: Uncertain Data Representation. In: P. Magee, M. Jah and W. Larson (eds.) Space Domain Awareness, 1st edition. Space Technology Series, 2022.
P. Del Moral and J. Houssineau: Particle association measures and multiple target tracking. In: T. Matsui and G.W. Peters (eds.) Theoretical Aspects of Spatial-Temporal Modeling. Springer Japan, 2015.
P. Del Moral and J. Houssineau: Particle association measures and multiple target tracking. In: T. Matsui and G.W. Peters (eds.) Theoretical Aspects of Spatial-Temporal Modeling. Springer Japan, 2015.
Google Scholar
Scopus