Hadamard Langevin dynamics supplies a smooth nonconvex reparameterization of the l1-prior that exactly preserves the posterior marginal together with the first rigorous existence, uniqueness, ergodicity, and discretization-convergence theory for the resulting diffusion.
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Diffusion bridges fitted to Ayu fish counts show daily migration is less randomized and intermittent than intraday migration via distinct Feller indices.
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Hadamard Langevin dynamics for sampling the l1-prior
Hadamard Langevin dynamics supplies a smooth nonconvex reparameterization of the l1-prior that exactly preserves the posterior marginal together with the first rigorous existence, uniqueness, ergodicity, and discretization-convergence theory for the resulting diffusion.
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Multiple timescales in collective motion: daily and intraday upstream fish migration focusing on Feller condition
Diffusion bridges fitted to Ayu fish counts show daily migration is less randomized and intermittent than intraday migration via distinct Feller indices.