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Conference

Uncertainty Quantification of Set-Membership Estimation in Control and Perception: Revisiting the Minimum Enclosing Ellipsoid

Authors : Tang, Yukai; Lasserre, Jean-Bernard; Yang, Heng ...

Subjects: Set-Membership Estimation; Minimum Enclosing Ellipsoid; Semidefinite Relaxations

Source: ISSN: 1938-7228 ; Proceedings of Machine Learning Research ; L4DC 2024 ; https://laas.hal.science/hal-04311534 ; L4DC 2024, Proceedings of Machine Learning Research, 242, PMLR, pp.286--298,

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Conference

Ground Reaction Forces and Moments Estimation from Embedded Insoles using Machine Learning Regression Models

Authors : Sabbah, Maxime; Dumas, Raphael; Pomarat, Zoe ...

Subjects: Estimation; Human Dynamics Modeling; Embedded sensorsHeidelberg; Germany

Source: IEEE RAS EMBS 10th International Conference on Biomedical Robotics and Biomechatronics (BioRob 2024) ; https://hal.science/hal-04557250 ; IEEE RAS EMBS 10th International Conference on Biomedical

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Conference

Stéréophotométrie avec estimation locale de l'éclairage - Application à la reconstruction 3D du patrimoine archéologique

Authors : Coupry, Benjamin; Mélou, Jean; Laurent, Antoine ...

Subjects: lighting estimation; 3D reconstruction; archaeological heritageLille; France

Source: Congrès Reconnaissance des Formes, Image, Apprentissage et Perception (RFIAP 2024) ; https://hal.science/hal-04594418 ; Congrès Reconnaissance des Formes, Image, Apprentissage et Perception (RFIAP

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Conference

Lower Limbs 3D Joint Kinematics Estimation From Force Plates Data and Machine Learning

Authors : Chalabi, Kahina; Adjel, Mohamed; Bousquet, Thomas ...

Subjects: Ground reaction forces and moments; Estimation; Artificial intelligenceNancy; France

Source: IEEE-RAS International Conference on Humanoid Robots (HUMANOIDS 2024) ; https://hal.science/hal-04749046 ; IEEE-RAS International Conference on Humanoid Robots (HUMANOIDS 2024), Nov 2024, Nancy,

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Academic Journal

Probabilistic surrogate modeling by Gaussian process: A new estimation algorithm for more robust prediction

Authors : Marrel, Amandine; Iooss, Bertrand;

Subjects: Computer experiments; Gaussian process regression; Machine learning

Source: ISSN: 0951-8320.

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Academic Journal

Distributional loss for convolutional neural network regression and application to parameter estimation in satellite navigation signals

Authors : Gonzàlez, Thomas; Blais, Antoine; Couëllan, Nicolas ...

Subjects: Convolutional neural network distributional loss GNSS image regression histogram loss Kullback-Leibler divergence multipath estimation soft labelling; Convolutional neural network; distributional loss

Source: ISSN: 0957-4174 ; Expert Systems with Applications ; https://enac.hal.science/hal-04636001 ; Expert Systems with Applications, In press, pp.124682. ⟨10.1016/j.eswa.2024.124682⟩.

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Report

Contraction rates and projection subspace estimation with Gaussian process priors in high dimension

Authors : Odin, Elie; Bachoc, François; Lagnoux, Agnès ...

Subjects: Bayesian nonparametrics; density estimation; nonparametric regression

Source: https://hal.science/hal-04490400 ; 2024.

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Conference

Suitable Temperatures and Reaction Heats Estimation within an Intensified Heat Exchanger/Reactor

Authors : Han, Xue; Farza, Mondher; M'Saad, Mohammed ...

Subjects: Temperature measurement; Heating systems; Temperature distributionSousse; Tunisia

Source: IEEE 11th International Conference on Systems and Control (ICSC 2023) ; https://laas.hal.science/hal-04541167 ; IEEE 11th International Conference on Systems and Control (ICSC 2023), Dec 2023, Sousse,

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Conference

A Robust Model and its EM Algorithm for the Estimation of the Multifractality Parameter

Authors : Leon Arencibia, Lorena; Wendt, Herwig; Tourneret, Jean-Yves ...

Subjects: multifractal analysis; wavelet leaders; robust estimationHelsinki; Finland

Source: EUSIPCO 2023 ; European Conference on Signal Processing (EUSIPCO 2023) ; https://hal.science/hal-04254232 ; European Conference on Signal Processing (EUSIPCO 2023), Sep 2023, Helsinki, Finland.

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Conference

MAP-informed Unrolled Algorithms for Hyper-parameter Estimation

Authors : Nguyen, Pascal; Soubies, Emmanuel; Chaux, Caroline ...

Subjects: Maximum a Posteriori; Unrolling; Parameter estimationKuala Lumpur; Malaysia

Source: 2023 IEEE International Conference on Image Processing (ICIP)https://hal.science/hal-041530832023 IEEE International Conference on Image Processing (ICIP), Oct 2023, Kuala Lumpur,

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فلترة النتائج

Uncertainty Quantification of Set-Membership Estimation in Control and Perception: Revisiting the Minimum Enclosing Ellipsoid

Ground Reaction Forces and Moments Estimation from Embedded Insoles using Machine Learning Regression Models

Stéréophotométrie avec estimation locale de l'éclairage - Application à la reconstruction 3D du patrimoine archéologique

Lower Limbs 3D Joint Kinematics Estimation From Force Plates Data and Machine Learning

Probabilistic surrogate modeling by Gaussian process: A new estimation algorithm for more robust prediction

Distributional loss for convolutional neural network regression and application to parameter estimation in satellite navigation signals

Contraction rates and projection subspace estimation with Gaussian process priors in high dimension

Suitable Temperatures and Reaction Heats Estimation within an Intensified Heat Exchanger/Reactor

A Robust Model and its EM Algorithm for the Estimation of the Multifractality Parameter

MAP-informed Unrolled Algorithms for Hyper-parameter Estimation

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