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Approximate Bayesian Inference
| Approximate Bayesian Inference |
| Autore | Alquier Pierre |
| Pubbl/distr/stampa | Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 |
| Descrizione fisica | 1 online resource (508 p.) |
| Soggetto topico |
Mathematics and Science
Research and information: general |
| Soggetto non controllato |
approximate Bayesian computation
Approximate Bayesian Computation approximate Bayesian computation (ABC) Bayesian inference Bayesian sampling Bayesian statistics Bethe free energy bifurcation complex systems control variates data imputation data streams deep learning differential evolution differential privacy (DP) discrete state space dynamical systems Edward-Sokal coupling entropy ergodicity expectation-propagation factor graphs fixed-form variational Bayes Gaussian generalisation bounds Gibbs posterior gradient descent greedy algorithm Hamilton Monte Carlo hyperparameters integrated nested laplace approximation Kullback-Leibler divergence Langevin dynamics Langevin Monte Carlo Laplace approximations machine learning Markov chain Markov chain Monte Carlo Markov Chain Monte Carlo Markov kernels MCMC MCMC-SAEM mean-field message passing meta-learning Monte Carlo integration network modeling network variability neural networks no free lunch theorems non-reversible dynamics online learning online optimization PAC-Bayes PAC-Bayes theory particle flow principal curves priors probably approximately correct regret bounds Riemann Manifold Hamiltonian Monte Carlo robustness sequential learning sequential Monte Carlo Sequential Monte Carlo sleeping experts sparse vector technique (SVT) statistical learning theory statistical mechanics Stiefel manifold stochastic gradients stochastic volatility thinning variable flow variational approximations variational Bayes variational free energy variational inference variational message passing |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910576874903321 |
Alquier Pierre
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| Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Introduction to Mathematical Systems Theory : Discrete Time Linear Systems, Control and Identification / Christiaan Heij, André C. M. Ran, Frederik van Schagen
| Introduction to Mathematical Systems Theory : Discrete Time Linear Systems, Control and Identification / Christiaan Heij, André C. M. Ran, Frederik van Schagen |
| Autore | Heij, Christiaan |
| Edizione | [2. ed] |
| Pubbl/distr/stampa | Cham, : Birkhäuser, : Springer, 2021 |
| Descrizione fisica | ix, 195 p. : ill. ; 24 cm |
| Altri autori (Persone) |
Ran, André C. M.
Schagen, Frederik van |
| Soggetto topico |
93D15 - Stabilization of systems by feedback [MSC 2020]
49N10 - Linear-quadratic optimal control problems [MSC 2020] 93B30 - System identification [MSC 2020] 93C05 - Linear systems in control theory [MSC 2020] 93-XX - Systems theory; control [MSC 2020] 93C55 - Discrete-time control/observation systems [MSC 2020] 93E03 - Stochastic systems in control theory (general) [MSC 2020] |
| Soggetto non controllato |
Calculus
Control theory Fourier Gaussian Linear Systems Linear algebra Realization theory Stabilization Stochastic |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNICAMPANIA-VAN0274398 |
|
Heij, Christiaan
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| Cham, : Birkhäuser, : Springer, 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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Introduction to Mathematical Systems Theory : Discrete Time Linear Systems, Control and Identification / Christiaan Heij, André C. M. Ran, Frederik van Schagen
| Introduction to Mathematical Systems Theory : Discrete Time Linear Systems, Control and Identification / Christiaan Heij, André C. M. Ran, Frederik van Schagen |
| Autore | Heij, Christiaan |
| Edizione | [2. ed] |
| Pubbl/distr/stampa | Cham, : Birkhäuser, : Springer, 2021 |
| Descrizione fisica | ix, 195 p. : ill. ; 24 cm |
| Altri autori (Persone) |
Ran, André C. M.
Schagen, Frederik van |
| Soggetto topico |
49N10 - Linear-quadratic optimal control problems [MSC 2020]
93-XX - Systems theory; control [MSC 2020] 93B30 - System identification [MSC 2020] 93C05 - Linear systems in control theory [MSC 2020] 93C55 - Discrete-time control/observation systems [MSC 2020] 93D15 - Stabilization of systems by feedback [MSC 2020] 93E03 - Stochastic systems in control theory (general) [MSC 2020] |
| Soggetto non controllato |
Calculus
Control theory Fourier Gaussian Linear Systems Linear algebra Realization theory Stabilization Stochastic |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNICAMPANIA-VAN00274398 |
|
Heij, Christiaan
|
||
| Cham, : Birkhäuser, : Springer, 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
| ||