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Academic Journal

A model is worth tens of thousands of examples for estimation and thousands for classification

Subjects: [INFO.INFO-TS]Computer Science [cs]/Signal and Image Processing; [INFO.INFO-LG]Computer Science [cs]/Machine Learning [cs.LG]

  • Source: ISSN: 0031-3203 ; Pattern Recognition ; https://hal.science/hal-04764868 ; Pattern Recognition, 2025, 157, pp.110904. ⟨10.1016/j.patcog.2024.110904⟩.

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Academic Journal

Bayesian estimation of nonlinear Hawkes processes

Subjects: nonlinear Hawkes processes; nonparametric Bayesian inference; Granger-causal Graph

  • Source: ISSN: 1350-7265 ; Bernoulli ; https://hal.science/hal-04448085 ; Bernoulli, 2024, 30 (2), pp.1257-1286. ⟨10.3150/23-BEJ1631⟩.

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