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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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Dissipative, Entropy-Production Systems across Condensed Matter and Interdisciplinary Classical VS. Quantum Physics
| Dissipative, Entropy-Production Systems across Condensed Matter and Interdisciplinary Classical VS. Quantum Physics |
| Autore | Gadomski Adam |
| Pubbl/distr/stampa | MDPI - Multidisciplinary Digital Publishing Institute, 2022 |
| Descrizione fisica | 1 online resource (176 p.) |
| Soggetto topico |
Physics
Research & information: general |
| Soggetto non controllato |
(poly)crystal formation
active particles anticoherence Brownian motion Carnot principle chemical computing Clausius I and II principles coherence compartmental models complex growing phenomenon computer simulation concurrence conformational entropy dihedral angles dissipative structures entanglement entropy production epidemy ergodicity Euler characteristic formal implication frequency distribution human serum albumin hyaluronan II law of thermodynamics Japanese flag problem Kelvin principle Lévy noise linear entropy microwave networks model theory multistability n/a network Neumann and Dirichlet boundary conditions nonequilibrium thermodynamics nonlinear systems Oregonator model oscillators Ostwald principle perpetuum mobile type III physical kinetics purity of states quantum entanglement quantum graphs SARS-CoV-2-like disease spreading soft condensed matter spherulites three-qubit systems tilted periodic potential top-down design |
| ISBN | 3-0365-5276-6 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910619470003321 |
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Gadomski Adam
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| MDPI - Multidisciplinary Digital Publishing Institute, 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Emergent Quantum Mechanics. David Bohm Centennial Perspectives
| Emergent Quantum Mechanics. David Bohm Centennial Perspectives |
| Autore | Walleczek Jan |
| Pubbl/distr/stampa | MDPI - Multidisciplinary Digital Publishing Institute, 2019 |
| Descrizione fisica | 1 online resource (544 p.) |
| Soggetto non controllato |
Aharonov-Bohm effect
atom-surface scattering atomic metastable states Bell inequality Bell theorem Bell's theorem Bianchi identity black hole thermodynamics Bohm theory bohmian mechanics Bohmian mechanics Born rule statistics bouncing oil droplets Burgers equation Canonical Presentation commutator complex entropy computational irreducibility conscious agent conspiracy constraints contextuality covariant quantum gravity curvature tensor David Bohm de Broglie-Bohm interpretation of quantum mechanics de Broglie-Bohm theory decoherence diffraction diffusion constant discrete calculus Dove prism dynamical chaos emergent quantum gravity emergent quantum mechanics emergent quantum state emergent space-time entropic gravity entropy and time evolution epistemic agent ergodicity Feynman paths fractal geometry fractional velocity free will fundamental irreversibility gauge freedom Gaussian-like solutions generalized Lagrangian paths gravity H-theorem Hamiltonian interior-boundary condition interpretation interpretations interpretations of quantum mechanics iterant Kilmister equation Langevin equation Levi-Civita connection Mach-Zehnder interferometer magnetic deflectometry many interacting worlds matter-wave optics matter-waves measurement problem metrology micro-constituents mind-body problem molecule interference Monte Carlo simulations no-hidden-variables theorems nomology non-locality nonequilibrium thermodynamics nonlocality number theory objective non-signaling constraint observables ontological quantum mechanics operator thermodynamic functions p-adic metric past of the photon photochemistry photon trajectory physical ontology pilot wave pilot-wave theory Poincaré recurrence primitive ontology quantum causality quantum field theory quantum foundations quantum holism quantum inaccessibility quantum mechanics quantum non-equilibrium quantum ontology quantum potential quantum theory quantum thermodynamics relational interpretation of quantum mechanics relational space resonances in quantum systems retrocausality Retrocausation Schrödinger equation self-referential dynamics singular limit space-time fluctuations spin spontaneous state reduction Stern-Gerlach stochastic differential equations Stochastic Electrodynamics stochastic quantum dynamics strong coupling sub-quantum dynamics superdeterminism surrealistic trajectories symplectic camel the causal arrow of time the Friedrichs model time-symmetry toy-models trajectories transition probability amplitude Turing incomputability ultraviolet divergence undecidable dynamics vortical dynamics wavefunction nodes weak measurement weak values zero-point field |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910346839303321 |
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Walleczek Jan
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| MDPI - Multidisciplinary Digital Publishing Institute, 2019 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Ergodic behavior of Markov processes : with applications to limit theorems / / Alexei Kulik
| Ergodic behavior of Markov processes : with applications to limit theorems / / Alexei Kulik |
| Autore | Kulik Alexei |
| Pubbl/distr/stampa | Berlin, [Germany] ; ; Boston, [Massachusetts] : , : De Gruyter, , 2018 |
| Descrizione fisica | 1 online resource (268 pages) |
| Disciplina | 519.233 |
| Collana | De Gruyter Studies in Mathematics |
| Soggetto topico | Markov processes |
| Soggetto non controllato |
Markov processes
ergodic rates ergodicity limit theorems |
| ISBN | 3-11-045871-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Frontmatter -- Preface -- Contents -- Introduction -- Part I: Ergodic Rates for Markov Chains and Processes -- 1. Markov Chains with Discrete State Spaces -- 2. General Markov Chains: Ergodicity in Total Variation -- 3. Markov Processes with Continuous Time -- 4. WeakErgodicRates -- Part II: Limit Theorems -- 5. The Law of Large Numbers and the Central Limit Theorem -- 6. Functional Limit Theorems -- Bibliography -- Index |
| Record Nr. | UNINA-9910527560703321 |
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Kulik Alexei
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| Berlin, [Germany] ; ; Boston, [Massachusetts] : , : De Gruyter, , 2018 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Hidden Markov processes : theory and applications to biology / / M. Vidyasagar
| Hidden Markov processes : theory and applications to biology / / M. Vidyasagar |
| Autore | Vidyasagar M (Mathukumalli), <1947-> |
| Edizione | [Course Book] |
| Pubbl/distr/stampa | Princeton, New Jersey ; ; Oxford, England : , : Princeton University Press, , 2014 |
| Descrizione fisica | 1 online resource (303 p.) |
| Disciplina | 570.285 |
| Collana | Princeton Series in Applied Mathematics |
| Soggetto topico |
Computational biology
Markov processes |
| Soggetto non controllato |
BLAST theory
BaumЗelch algorithm Bayes' rule Cramr's theorem GENSCAN algorithm GLIMMER algorithm Hankel matrix Hankel rank condition Hoeffding's inequality KullbackЌeibler divergence Markov chain Markov process Markov property Monte Carlo simulation PerronІrobenius theorem Probability theory Sanov's theorem Viterbi algorithm alignment alpha-mixing process amino acids canonical form complete realization problem computational biology concave function conditional entropy convex function entropy function entropy ergodicity expected value finite alphabet gene-finding problem genomics hidden Markov model hidden Markov processes hitting probability information theory irreducible matrices large deviation property large deviation theory likelihood estimation likelihood lower semi-continuous function lower semi-continuous relaxation maximal segmental score maximum likelihood estimate mean hitting time moment generating function nonnegative matrices nucleotide optimal gapped alignment periodic irreducible matrices post-genomic biology primitive matrices probability distribution probability protein classification proteomics quasi-realization random variable rate function recurrent state relative entropy rate relative entropy sequence alignment sequence state transition matrix stationary distribution total variation distance transient state ultra-mixing process |
| ISBN | 1-4008-5051-7 |
| Classificazione | SK 820 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Front matter -- Contents -- Preface -- PART 1. Preliminaries -- Chapter One. Introduction to Probability and Random Variables -- Chapter Two. Introduction to Information Theory -- Chapter Three. Nonnegative Matrices -- PART 2. Hidden Markov Processes -- Chapter Four. Markov Processes -- Chapter Five. Introduction to Large Deviation Theory -- Chapter Six. Hidden Markov Processes: Basic Properties -- Chapter Seven. Hidden Markov Processes: The Complete Realization Problem -- PART 3. Applications to Biology -- Chapter Eight. Some Applications to Computational Biology -- Chapter Nine. BLAST Theory -- Bibliography -- Index -- Back matter |
| Record Nr. | UNINA-9910786777403321 |
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Vidyasagar M (Mathukumalli), <1947->
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| Princeton, New Jersey ; ; Oxford, England : , : Princeton University Press, , 2014 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Hidden Markov processes : theory and applications to biology / / M. Vidyasagar
| Hidden Markov processes : theory and applications to biology / / M. Vidyasagar |
| Autore | Vidyasagar M (Mathukumalli), <1947-> |
| Edizione | [Course Book] |
| Pubbl/distr/stampa | Princeton, New Jersey ; ; Oxford, England : , : Princeton University Press, , 2014 |
| Descrizione fisica | 1 online resource (303 p.) |
| Disciplina | 570.285 |
| Collana | Princeton Series in Applied Mathematics |
| Soggetto topico |
Computational biology
Markov processes |
| Soggetto non controllato |
BLAST theory
BaumЗelch algorithm Bayes' rule Cramr's theorem GENSCAN algorithm GLIMMER algorithm Hankel matrix Hankel rank condition Hoeffding's inequality KullbackЌeibler divergence Markov chain Markov process Markov property Monte Carlo simulation PerronІrobenius theorem Probability theory Sanov's theorem Viterbi algorithm alignment alpha-mixing process amino acids canonical form complete realization problem computational biology concave function conditional entropy convex function entropy function entropy ergodicity expected value finite alphabet gene-finding problem genomics hidden Markov model hidden Markov processes hitting probability information theory irreducible matrices large deviation property large deviation theory likelihood estimation likelihood lower semi-continuous function lower semi-continuous relaxation maximal segmental score maximum likelihood estimate mean hitting time moment generating function nonnegative matrices nucleotide optimal gapped alignment periodic irreducible matrices post-genomic biology primitive matrices probability distribution probability protein classification proteomics quasi-realization random variable rate function recurrent state relative entropy rate relative entropy sequence alignment sequence state transition matrix stationary distribution total variation distance transient state ultra-mixing process |
| ISBN | 1-4008-5051-7 |
| Classificazione | SK 820 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Front matter -- Contents -- Preface -- PART 1. Preliminaries -- Chapter One. Introduction to Probability and Random Variables -- Chapter Two. Introduction to Information Theory -- Chapter Three. Nonnegative Matrices -- PART 2. Hidden Markov Processes -- Chapter Four. Markov Processes -- Chapter Five. Introduction to Large Deviation Theory -- Chapter Six. Hidden Markov Processes: Basic Properties -- Chapter Seven. Hidden Markov Processes: The Complete Realization Problem -- PART 3. Applications to Biology -- Chapter Eight. Some Applications to Computational Biology -- Chapter Nine. BLAST Theory -- Bibliography -- Index -- Back matter |
| Record Nr. | UNINA-9910828783803321 |
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Vidyasagar M (Mathukumalli), <1947->
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| Princeton, New Jersey ; ; Oxford, England : , : Princeton University Press, , 2014 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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