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  • 1-5 ل  5 نتائج ل ""Posterior sampling""

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Collection : Hal-Cea (Commissariat A L'energie Atomique Et Aux Energies Alternatives)
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Diffusion posterior sampling for simulation-based inference in tall data settings

Subjects: [STAT.ML]Statistics [stat]/Machine Learning [stat.ML]; [STAT.ME]Statistics [stat]/Methodology [stat.ME]

  • Source: https://hal.science/hal-04459545 ; 2024.

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Learning diffusion priors from observations by expectation maximization

Subjects: [INFO.INFO-LG]Computer Science [cs]/Machine Learning [cs.LG]

  • Source: ISSN: 1049-5258 ; Advances in Neural Information Processing Systems ; https://hal.science/hal-05412205 ; Advances in Neural Information Processing Systems, 37, pp.87647-87682, 2025, 38th Conference

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Academic Journal

Real-time Likelihood-free Inference of Roman Binary Microlensing Events with Amortized Neural Posterior Estimation

Subjects: [SDU.ASTR.IM]Sciences of the Universe [physics]/Astrophysics [astro-ph]/Instrumentation and Methods for Astrophysic [astro-ph.IM]

  • Source: ISSN: 0004-6256.

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Data Subsampling for Bayesian Neural Networks

Subjects: artificial intelligence; distributed learning; calibration

  • Source: https://cnrs.hal.science/hal-04234512 ; 2022.

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Dissertation/ Thesis

Simulation-based inference with deep learning : application to neuroscience time series data ; Inférence à base de simulateurs par réseaux de neurones : application aux signaux de neurosciences

Subjects: Machine learning; Statistical inference; Neuroscience

  • Source: https://theses.hal.science/tel-04920410 ; Machine Learning [stat.ML]. Université Paris-Saclay, 2024. English. ⟨NNT : 2024UPASG091⟩.

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  • 1-5 ل  5 نتائج ل ""Posterior sampling""