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  • 1-10 of  9,453 نتائج ل ""Mathematics and Statistics""

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فلترة بواسطة : موضوع Subject : [stat.th]statistics [stat]/statistics theory [stat.th]
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Conference

Generalization Analysis of Machine Learning Algorithms via the Worst-Case Data-Generating Probability Measure

Subjects: Supervised Machine Learning; Worst-Case; Generalization GapVancouverVancouver, Canada

  • Source: AAAI 2024 - Conference on Artificial Intelligence ; https://inria.hal.science/hal-04353957 ; AAAI 2024 - Conference on Artificial Intelligence, Feb 2024, Vancouver, Canada

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Report

Minimax density estimation in the adversarial framework under local differential privacy

Subjects: Nonparametric density estimation; local differential privacy; minimax optimality

  • Source: https://hal.science/hal-04522328 ; 2024.

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Conference

HyperRouter: Towards Efficient Training and Inference of Sparse Mixture of Experts

Subjects: [STAT.ML]Statistics [stat]/Machine Learning [stat.ML]; [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]; [MATH.MATH-ST]Mathematics [math]/Statistics [math.ST]Singapore2023 - Resorts World Convention Centre, Singapore

  • Source: The 2023 Conference on Empirical Methods in Natural Language Processing, EMNLP 2023 Main ; https://hal.science/hal-04257067 ; The 2023 Conference on Empirical Methods in Natural Language Processing,

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Conference

Smoothing complex-valued signals on Graphs with Monte-Carlo

Subjects: [SPI.SIGNAL]Engineering Sciences [physics]/Signal and Image processing; [MATH.MATH-ST]Mathematics [math]/Statistics [math.ST]; [STAT.TH]Statistics [stat]/Statistics Theory [stat.TH]Rhodes Island; Greece

  • Source: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ; ICASSP 2023 - IEEE International Conference on Acoustics, Speech and Signal Processing ;

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Academic Journal

Statistical test for an urn model with random multidrawing and random addition

Subjects: Multiple drawing urn; Randomly reinforced urn; Hypothesis testing

  • Source: ISSN: 0304-4149.

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Academic Journal

Distributional regression and its evaluation with the CRPS: Bounds and convergence of the minimax risk ; Régression distributionnelle et son évaluation avec le CRPS: Bornes et convergence du risque minimax

Subjects: CRPS; Minimax Rate of Convergence; Nearest Neighbor Method

  • Source: ISSN: 0169-2070 ; International Journal of Forecasting ; https://hal.science/hal-03662994 ; International Journal of Forecasting, 2023, 39 (4), pp.1564-1572. ⟨10.1016/j.ijforecast.2022.11.001⟩

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Academic Journal

Stochastic Approximation Beyond Gradient for Signal Processing and Machine Learning

Subjects: stochastic approximation convergence analysis compressed stochastic gradient expectation maximization; stochastic approximation; convergence analysis

  • Source: ISSN: 1053-587X ; IEEE Transactions on Signal Processing ; https://hal.science/hal-04174351 ; IEEE Transactions on Signal Processing, In press.

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Academic Journal

Fast calibration of weak FARIMA models

Subjects: Weak FARIMA models; Le Cam's one-step estimator; Least squares estimator

  • Source: ISSN: 1292-8100 ; EISSN: 1262-3318.

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Academic Journal

Concentration bounds for the empirical angular measure with statistical learning applications

Subjects: MSC2020 subject classifications: Primary 62G05 62G30 62G32 secondary 62H30; angular measure; classification

  • Source: ISSN: 1350-7265 ; Bernoulli ; https://hal.science/hal-03920536 ; Bernoulli, 2023, 29 (4), ⟨10.3150/22-BEJ1562⟩.

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Academic Journal

Risk bounds for PU learning under Selected At Random assumption

Subjects: Semi-supervised classification; Label noise; PU learning

  • Source: ISSN: 1532-4435.

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  • 1-10 of  9,453 نتائج ل ""Mathematics and Statistics""