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Guido Sanguinetti - MaRDI portal

Guido Sanguinetti

From MaRDI portal
Person:259073

Available identifiers

zbMath Open sanguinetti.guidoMaRDI QIDQ259073

List of research outcomes

PublicationDate of PublicationType
Probabilistic Model Checking for Continuous-Time Markov Chains via Sequential Bayesian Inference2023-06-28Paper
Bayesian learning of effective chemical master equations in crowded intracellular conditions2023-01-18Paper
Parameter estimation for biochemical reaction networks using Wasserstein distances2023-01-09Paper
Challenges for machine learning in RNA-protein interaction prediction2022-08-08Paper
Geometric fluid approximation for general continuous-time Markov chains2021-10-29Paper
Autoregressive Point Processes as Latent State-Space Models: A Moment-Closure Approach to Fluctuations and Autocorrelations2021-10-12Paper
Studying Emergent Behaviours in Morphogenesis Using Signal Spatio-Temporal Logic2019-05-21Paper
A Perturbative Approach to Novelty Detection in Autoregressive Models2018-07-18Paper
Variational Estimation in Spatiotemporal Systems From Continuous and Point-Process Observations2018-07-18Paper
Corrigendum: Approximation and inference methods for stochastic biochemical kinetics—a tutorial review (2017 J. Phys. A: Math. Theor. 50 093001)2018-06-07Paper
Matching models across abstraction levels with Gaussian processes2018-03-22Paper
Unbiased Bayesian inference for population Markov jump processes via random truncations2018-03-07Paper
Policy learning for time-bounded reachability in continuous-time Markov decision processes via doubly-stochastic gradient ascent2018-01-11Paper
Approximation and inference methods for stochastic biochemical kinetics—a tutorial review2017-04-05Paper
Expectation propagation for continuous time stochastic processes2017-02-08Paper
Smoothed model checking for uncertain continuous-time Markov chains2016-03-10Paper
Learning and Designing Stochastic Processes from Logical Constraints2015-08-25Paper
Data-Driven Statistical Learning of Temporal Logic Properties2015-08-06Paper
System design of stochastic models using robustness of temporal properties2015-06-10Paper
https://portal.mardi4nfdi.de/entity/Q54051412014-04-01Paper
Approximate inference of the bandwidth in multivariate kernel density estimation2013-03-14Paper
Online Variational Inference for State-Space Models with Point-Process Observations2011-08-09Paper
Information theoretic novelty detection2010-01-15Paper
Categorial mirror symmetry for K3 surfaces2000-03-30Paper
Mirror symmetry on K3 surfaces as a hyper-Kähler rotation1999-03-02Paper

Research outcomes over time


Doctoral students

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This page was built for person: Guido Sanguinetti