jayant jha

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Publications (7)

• Amortized Bayesian inference on generative dynamical network models of epilepsy using deep neural density estimators
  Neural Networks 2023 DOI: 10.1016/j.neunet.2023.03.040
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• Fully Bayesian estimation of virtual brain parameters with self-tuning Hamiltonian Monte Carlo
  Machine Learning: Science and Technology 2022 DOI: 10.1088/2632-2153/ac9037
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• Best approach direction for spherical random variables
  Canadian Journal of Statistics 2022 DOI: 10.1002/cjs.11660
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• Simulation-Based Inference for Whole-Brain Network Modeling of Epilepsy using Deep Neural Density Estimators
  2022 DOI: 10.1101/2022.06.02.22275860
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• Virtual Epileptic Patient (VEP): Data-driven probabilistic personalized brain modeling in drug-resistant epilepsy
  2022 DOI: 10.1101/2022.01.19.22269404
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• Orientation relationship in finite dimensional space
  Scandinavian Journal of Statistics 2020 DOI: 10.1111/sjos.12479
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• Distribution and time‐series modelling of ordinal circular data
  Environmetrics 2018 DOI: 10.1002/env.2490
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