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Dive into the research topics where Pierre Latouche is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Clustering by deep latent position model with graph convolutional network
Liang, D., Corneli, M., Bouveyron, C. & Latouche, P., 1 Mar 2025, In: Advances in Data Analysis and Classification. 19, 1, p. 237-270 34 p.Research output: Contribution to journal › Article › peer-review
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Clustering by deep latent position model with graph convolutional network
Liang, D., Corneli, M., Bouveyron, C. & Latouche, P., 1 Mar 2025, In: Advances in Data Analysis and Classification. 19, 1, p. 237-270 34 p.Research output: Contribution to journal › Article › peer-review
Open Access -
DISSeCT: An unsupervised framework for high-resolution mapping of rodent behavior using inertial sensors
Fayat, R., Sarraudy, M., Léna, C., Popa, D., Latouche, P. & Dugué, G. P., 9 Oct 2025, In: PLoS Biology. 23, 10, e3003431.Research output: Contribution to journal › Article › peer-review
Open Access -
Easily Computed Marginal Likelihoods from Posterior Simulation Using the THAMES Estimator
Metodiev, M., Perrot-Dockès, M., Ouadah, S., Irons, N. J., Latouche, P. & Raftery, A. E., 1 Sept 2025, In: Bayesian Analysis. 20, 3, p. 1003-1030 28 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Reconstructing the palaeoclimate of the Cradle of Humankind in South Africa over the last 3.5 million years using machine learning and mammalian fossil assemblages
Linchamps, P., Hanon, R., Stoetzel, E., Steininger, C., Brandenburg, J. T., Zipfel, B., Prat, S., Stratford, D., Cornette, R. & Latouche, P., 15 Dec 2025, In: Quaternary Science Reviews. 370, 109655.Research output: Contribution to journal › Article › peer-review
Open Access -
The Deep Latent Position Block Model for Block Clustering and Latent Representation of Nodes in Networks
Boutin, R., Latouche, P. & Bouveyron, C., 1 Oct 2025, In: Statistics and Computing. 35, 5, 151.Research output: Contribution to journal › Article › peer-review
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The deep latent position topic model for clustering and representation of networks with textual edges
Boutin, R., Latouche, P. & Bouveyron, C., 1 Dec 2025, In: Scandinavian Journal of Statistics. 52, 4, p. 1975-2013 39 p.Research output: Contribution to journal › Article › peer-review
Open Access -
The multiplex deep latent position model for the clustering of nodes in multiview networks
Liang, D., Corneli, M., Bouveyron, C., Latouche, P. & Yin, J., 28 Nov 2025, In: Neurocomputing. 655, 131336.Research output: Contribution to journal › Article › peer-review
Open Access -
Bioclimatic inference based on mammal community using machine learning regression models: perspectives for paleoecological studies
Linchamps, P., Stoetzel, E., Robinet, F., Hanon, R., Latouche, P. & Cornette, R., 1 Jan 2023, In: Frontiers in Ecology and Evolution. 11, 1178379.Research output: Contribution to journal › Article › peer-review
Open Access -
Cluster-Specific Predictions with Multi-Task Gaussian Processes
Leroy, A., Latouche, P., Guedj, B. & Gey, S., 1 Jan 2023, In: Journal of Machine Learning Research. 24Research output: Contribution to journal › Article › peer-review