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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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Computation in Complex Networks
| Computation in Complex Networks |
| Autore | Pizzuti Clara |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
| Descrizione fisica | 1 online resource (352 p.) |
| Soggetto topico | Technology: general issues |
| Soggetto non controllato |
active learning
angiogenesis Bayesian networks bridging centrality cascading failures chaotic time series chimera states city interaction network cloud computing architecture community detection complex network complex networks complex system simulation computational biology convergence coupled map lattice cross-domain recommendation cross-entropy data mining disjoint nodes disjunct nodes dissimilarity spaces entropy evolution model Gaussian mixture model genre classification graph neural network graph neural networks graph representation learning information diffusion information spreading inverse preferential attachment kernel methods knowledge evolution language development language networks latent sentiment review feature lemmatization literary works machine learning maximum likelihood maximum mean discrepancy membrane algorithm minimum memory based sign adjustment modularity multilayer complex networks n/a network embedding network growth network properties network topology nilpotent matrix node classification node similarity non-linear mapping null models NW network online social networks optimization overlapping communities overlapping nodes preferential attachment protein contact networks QoS-based service selection renormalisation process SciSci self-organizing map network semantic search framework sentiment analysis service-oriented modeling social media social networks socio-ecological system spreading control stability structural balance stylistic attributes support vector machines systems biology variational autoencoder variational inference |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557395103321 |
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Pizzuti Clara
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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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Information Bottleneck : Theory and Applications in Deep Learning
| Information Bottleneck : Theory and Applications in Deep Learning |
| Autore | Geiger Bernhard |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
| Descrizione fisica | 1 online resource (274 p.) |
| Soggetto topico | Information technology industries |
| Soggetto non controllato |
bottleneck
classification classifier compression conspicuous subset decision tree deep learning deep networks deep neural networks ensemble hand crafted priors information information bottleneck information bottleneck principle information theory latent space representation learnability learnable priors machine learning mutual information neural networks optimization regularization regularization methods representation learning semi-supervised classification stochastic neural networks variational inference |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Altri titoli varianti | Information Bottleneck |
| Record Nr. | UNINA-9910557582803321 |
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Geiger Bernhard
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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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Microfluidics for Cells and Other Organisms / Danny van Noort
| Microfluidics for Cells and Other Organisms / Danny van Noort |
| Autore | van Noort Danny |
| Pubbl/distr/stampa | MDPI - Multidisciplinary Digital Publishing Institute, 2019 |
| Descrizione fisica | 1 electronic resource (200 p.) |
| Soggetto topico | History of engineering and technology |
| Soggetto non controllato |
screening
microfluidic device cell homogenous dispersion structure RNA biomedical engineering neural networks single-cell mechanics on-chip cell incubator cell growth embryogenesis cancer stem cell intracellular proteins simultaneous multiple chamber observation instrumentation fnRBC cancer metastasis Wheatstone bridge capillary single-cell manipulation adherent cells nucleic acid micropipette aspiration sample preparation unsupervised learning cell motility capture efficiency bacterial concentration cbNIPD microfabrication drug resistance variational inference microfluidics periodic hydrostatic pressure paracrine signaling periodic pressure capacitively coupled contactless conductivity detection (C4D) bioMEMS microfluidic flow cytometry particle/cell imaging co-culture cells-in-gels-in-paper laminar flows E. coli printed-circuit-board (PCB) pneumatic microvalve time-lapse observation nanostructure 3D particle focusing target cell-specific binding molecules absolute quantification DNA zebrafish embryo microscopy 3D printing 3D flow focusing single-cell analysis |
| ISBN |
9783039215638
3039215639 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910367750803321 |
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van Noort Danny
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| MDPI - Multidisciplinary Digital Publishing Institute, 2019 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Statistical and Machine Learning Models for Remote Sensing Data Mining - Recent Advancements
| Statistical and Machine Learning Models for Remote Sensing Data Mining - Recent Advancements |
| Autore | Das Monidipa |
| Pubbl/distr/stampa | Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 |
| Descrizione fisica | 1 online resource (112 p.) |
| Soggetto topico |
Environmental economics
Research and information: general |
| Soggetto non controllato |
AOD recovery
CNN conditional random fields CYGNSS Dirichlet process East Asia feature-level fusion Gamma distribution GNSS-R high wind speed inversion infinite mixture models knowledge distillation LightGBM n/a noisy labels oil spill detection online setting optical image PCA-SVR polarized SAR random forest remote sensing images scene classification spatiotemporal weight interpolation SVR synthetic aperture radar images teacher-student variational inference |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910585940903321 |
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Das Monidipa
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| Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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