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Conference

Stochastic and Safe Multi-Risk Fusion for Autonomous Navigation in the presence of PLEVs

Subjects: Autonomous Vehicles; Autonomous Driving; Predictive NavigationCluj - Napoca; Romania

  • Source: 36th IEEE Intelligent Vehicles Symposium (IV 2025)https://hal.science/hal-0507667836th IEEE Intelligent Vehicles Symposium (IV 2025), Jun 2025, Cluj - Napoca, Romania. pp.1942-1949

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Conference

A Dual Optimization View to Empirical Risk Minimization with f -Divergence Regularization

Subjects: statistical learning; f-divergence regularization; empirical risk minimizationSidney; Australia

  • Source: IEEE-ITW 2025 - Information Theory Workshop ; https://inria.hal.science/hal-04969347 ; IEEE-ITW 2025 - Information Theory Workshop, IEEE, Sep 2025, Sidney, Australia

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Academic Journal

Asymmetry of the Relative Entropy in the Regularization of Empirical Risk Minimization

Subjects: Empirical risk minimization; relative entropy regularization; reference measure

  • Source: ISSN: 0018-9448 ; IEEE Transactions on Information Theory ; https://inria.hal.science/hal-04719783 ; IEEE Transactions on Information Theory, 2025, 71 (8), pp.6198 - 6226.

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Conference

Multi-Risk Assessment and Management in the Presence of Personal Light Electric Vehicles

Subjects: Autonomous Vehicles; Autonomous Driving; Predictive NavigationPorto; PortugalPorto, Portugal

  • Source: 21st International Conference on Informatics in Control, Automation and Robotics (ICINCO 2024)https://hal.science/hal-0488951321st International Conference on Informatics in Control,

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Conference

Equivalence of the Empirical Risk Minimization to Regularization on the Family of f-Divergences

Subjects: Empirical risk minimization; f -divergence regularization; statistical learningAthens; Greece

  • Source: Proceedings of the IEEE International Symposium on Information Theory ; https://hal.science/hal-04431558 ; Proceedings of the IEEE International Symposium on Information Theory, IEEE, Jul 2024,

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