630 documents
- François Desbouvries, Yohan Petetin, Achille Salaün. Expressivity of hidden Markov chains vs. Recurrent neural networks from a system theoretic viewpoint. IEEE Transactions on Signal Processing, 2023, 71, pp.4178-4191. ⟨10.1109/TSP.2023.3328108⟩. ⟨hal-03746170⟩
- Clément Fernandes, Wojciech Pieczynski. Non-stationary data segmentation with hidden evidential semi-Markov chains. International Journal of Approximate Reasoning, 2023, 162, pp.109025. ⟨10.1016/j.ijar.2023.109025⟩. ⟨hal-04231954⟩
- Ibrahim Djemai, Mireille Sarkiss, Philippe Ciblat. NOMA-based Scheduling and offloading for energy harvesting devices using reinforcement learning. 57th Asilomar Conference on Signals, Systems, and Computers (Asilomar), IEEE, Oct 2023, Pacific Grove, United States. ⟨10.1109/IEEECONF59524.2023.10476942⟩. ⟨hal-04334465⟩
- Marc Escudier, Ikram Abdelkefi, Clément Fernandes, Wojciech Pieczynski. Forecasting with pairwise gaussian Markov models. 8th International Conference on Mathematics and Computers in Sciences and Industry Athens (CMCSI 23), IEEE, Oct 2023, Athènes, Greece. ⟨10.1109/MCSI60294.2023.00009⟩. ⟨hal-04450999⟩
- Yazid Janati. Monte Carlo Methods for Machine Learning : Practical and Theoretical Contributions for Importance Sampling and Sequential Methods. Mathematics [math]. Institut Polytechnique de Paris, 2023. English. ⟨NNT : 2023IPPAS008⟩. ⟨tel-04574845⟩
- Guy Fayolle, Sandro Franceschi, Kilian Raschel. Stationary brownian motion in a 3/4-plane: Reduction to a riemann-hilbert problem via fourier transforms. Indagationes Mathematicae, 2023, 34 (5), pp.17 (874-890). ⟨10.1016/j.indag.2022.10.008⟩. ⟨hal-03832431v2⟩
- Elouan Argouarc'H, François Desbouvries, Eric Barat, Eiji Kawasaki, Thomas Dautremer. Apprentissage bayésien semi-supervisé par modélisation générative. GRETSI 2023 - XXIXème Colloque Francophone de Traitement du Signal et des Images (GRETSI ), Aug 2023, Grenoble, France. ⟨hal-04316579⟩
- Ludger Klinkenbusch, Christine Letrou, Giuliano Manara. Complex-source beam representation of the fields radiated by a gaussian window. XXXVth General Assembly and Scientific Symposium of the International Union of Radio Science (URSI GASS), Aug 2023, Sapporo, Japan. pp.1-4, ⟨10.23919/URSIGASS57860.2023.10265369⟩. ⟨hal-04311828⟩
- Augustin Saucan, Víctor Elvira, Pramod Varshney, Moe Win. Information fusion via importance sampling. IEEE Transactions on Signal and Information Processing over Networks, 2023, pp.1-14. ⟨10.1109/TSIPN.2023.3299512⟩. ⟨hal-04327923⟩
- Sholom Schechtman, Daniil Tiapkin, Michael Muehlebach, Éric Moulines. Orthogonal directions constrained gradient method: from non-linear equality constraints to stiefel manifold. The 36th Annual Conference on Learning Theory (COLT 2023), Jul 2023, Bangalore, India. pp.1228--1258. ⟨hal-04273789⟩
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