1. MARMIN Sébastien
  2. MARMIN Sébastien
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MARMIN Sébastien

Journal

Marmin, Sébastien; Filippone, Maurizio

Deep Gaussian processes for calibration of computer models

Bayesian Analysis, 2022, ISSN: 1936-0975
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Conférence

Rossi, Simone; Marmin, Sébastien; Filippone, Maurizio

Walsh-hadamard variational inference for Bayesian deep learning

NeurIPS 2020, 34th Conference on Neural Information Processing Systems, 6-12 December 2020, Vancouver, Canada (Virtual Conference)
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Conférence

Rossi, Simone; Marmin, Sébastien; Filippone, Maurizio

Supplement material for “Walsh-Hadamard Variational Inference for Bayesian Deep Learning”

NeurIPS 2020, 34th Conference on Neural Information Processing Systems, 6-12 December 2020 (Virtual Conference)
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Conférence

Ohana, Ruben; Wacker, Jonas; Dong, Jonathan; Marmin, Sébastien; Krzakala, Florent; Filippone, Maurizio; Daude, Laurent

Kernel computations from large-scale random features obtained by optical processing units

ICASSP 2020, IEEE International Conference on Acoustics, Speech and Signal Processing, 4-8 May 2020, Barcelona, Spain
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Conférence

Rossi, Simone; Marmin, Sebastien; Filippone, Maurizio

Efficient approximate inference with walsh-hadamard variational inference

NIPS 2019, 33rd Conference on Neural Information Processing Systems, Workshop on Bayesian Deep Learning, 8-14 December 2019, Vancouver, Canada
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Conférence

Marmin, Sébastien; Filippone, Maurizio

Variational calibration of computer models

Submitted on HAL and ArXiv, 29 October 2018
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Poster / Demo

Marmin, Sébastien; Filippone, Maurizio

Bayesian calibration of computer models with modern Gaussian process emulators

ISBA 2018, ISBA World Meeting, 24-29 June 2018, Edinburgh, UK
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