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Academic Journal

Empirical Risk Minimization with Relative Entropy Regularization

Subjects: Supervised Learning; PAC-Learning; Regularization

  • Source: ISSN: 0018-9448 ; IEEE Transactions on Information Theory ; https://hal.science/hal-03849748 ; IEEE Transactions on Information Theory, In press, ⟨10.1109/TIT.2024.3365728⟩.

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Academic Journal

Linfty/L1 duality results in optimal control problems

Subjects: Optimal control; Linfty cost; iso-perimetric inequality

  • Source: ISSN: 0018-9286 ; IEEE Transactions on Automatic Control ; https://hal.inrae.fr/hal-04529463 ; IEEE Transactions on Automatic Control, 2024, ⟨10.1109/TAC.2024.3386097⟩.

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Academic Journal

Algebraic Geometry codes in the sum-rank metric

Subjects: sum-rank metric codes; algebraic curves; function fields

  • Source: ISSN: 0018-9448 ; IEEE Transactions on Information Theory ; https://hal.science/hal-04034810 ; IEEE Transactions on Information Theory, 2024, 70 (5), pp.3345-3356.

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Academic Journal

Event-Triggered Finite-Dimensional Observer-Based Output Feedback Stabilization of Reaction-Diffusion PDEs

Subjects: Reaction-diffusion PDE; event-triggered; finitedimensional control

  • Source: ISSN: 0018-9286 ; IEEE Transactions on Automatic Control ; https://hal.science/hal-04597215 ; IEEE Transactions on Automatic Control, In press, ⟨10.1109/TAC.2024.3378835⟩.

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Academic Journal

Instantaneous Frequency and Amplitude Estimation in Multi-Component Signals Using an EM-based Algorithm

Subjects: ridge extraction; time-frequency; Bayesian estimation

  • Source: ISSN: 1053-587X ; IEEE Transactions on Signal Processing ; https://hal.science/hal-04436653 ; IEEE Transactions on Signal Processing, 2024, 72, pp.1130--1140. ⟨10.1109/TSP.2024.3361713⟩.

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Academic Journal

Necessary stability conditions for reaction-diffusion-ODE systems

Subjects: Distributed parameter systems; Stability of linear systems; Reaction-diffusion

  • Source: ISSN: 0018-9286 ; IEEE Transactions on Automatic Control ; https://centralesupelec.hal.science/hal-04008999 ; IEEE Transactions on Automatic Control, 2024, pp.1-8.

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