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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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Smart Sensors and Devices in Artificial Intelligence
| Smart Sensors and Devices in Artificial Intelligence |
| Autore | Zhang Dan |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
| Descrizione fisica | 1 online resource (336 p.) |
| Soggetto topico | History of engineering and technology |
| Soggetto non controllato |
adaptive hedge algorithm
adaptive landing adverse weather air pollution air quality monitoring AIS ankle-foot exoskeleton artificial intelligence artificial neural network atmospheric data audification autonomous vehicle banana ripening cable tension measurement clamping force estimation CNN CO2 welding color histogram correlation filter data augmentation data fusion data processing data streams deep learning DenseNet distributed energy-efficient ethylene gas evacuation path FBG fruit condition monitoring fuzzy functional dependencies HF-OTH radar inertial measurement unit IoT joint torque disturbance observer landing gear link establishment behaviors local outlier factor long short term memory recurrent neural networks LSTM machine learning maritime surveillance mechanical sensor microelectromechanical systems molten pool multi-story multi-exit building multi-time-slots planning n/a online monitoring optimization outlier detection PSO-BPNN queue length radar tracking reliable RNN roadside LiDAR roadside sensor scenario generation self-adaptiveness sensor Sensors short-wave radio station signal recognition smart cities smart sensor and device smart sensors speech to text surgical robot end-effector task assignment temperature sensors text to speech traffic flow traffic forecasting unidimensional ACGAN vehicle classification vehicle detection visual tracking visualization walking assistance wireless sensor network wireless sensor networks |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557128403321 |
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Zhang Dan
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| Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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