Guido Sanguinetti

Available identifiers

zbMath Open sanguinetti.guidoMaRDI QIDQ259073

List of research outcomes

Publication	Date of Publication	Type
Probabilistic Model Checking for Continuous-Time Markov Chains via Sequential Bayesian Inference	2023-06-28	Paper
Bayesian learning of effective chemical master equations in crowded intracellular conditions	2023-01-18	Paper
Parameter estimation for biochemical reaction networks using Wasserstein distances	2023-01-09	Paper
Challenges for machine learning in RNA-protein interaction prediction	2022-08-08	Paper
Geometric fluid approximation for general continuous-time Markov chains	2021-10-29	Paper
Autoregressive Point Processes as Latent State-Space Models: A Moment-Closure Approach to Fluctuations and Autocorrelations	2021-10-12	Paper
Studying Emergent Behaviours in Morphogenesis Using Signal Spatio-Temporal Logic	2019-05-21	Paper
A Perturbative Approach to Novelty Detection in Autoregressive Models	2018-07-18	Paper
Variational Estimation in Spatiotemporal Systems From Continuous and Point-Process Observations	2018-07-18	Paper
Corrigendum: Approximation and inference methods for stochastic biochemical kinetics—a tutorial review (2017 J. Phys. A: Math. Theor. 50 093001)	2018-06-07	Paper
Matching models across abstraction levels with Gaussian processes	2018-03-22	Paper
Unbiased Bayesian inference for population Markov jump processes via random truncations	2018-03-07	Paper
Policy learning for time-bounded reachability in continuous-time Markov decision processes via doubly-stochastic gradient ascent	2018-01-11	Paper
Approximation and inference methods for stochastic biochemical kinetics—a tutorial review	2017-04-05	Paper
Expectation propagation for continuous time stochastic processes	2017-02-08	Paper
Smoothed model checking for uncertain continuous-time Markov chains	2016-03-10	Paper
Learning and Designing Stochastic Processes from Logical Constraints	2015-08-25	Paper
Data-Driven Statistical Learning of Temporal Logic Properties	2015-08-06	Paper
System design of stochastic models using robustness of temporal properties	2015-06-10	Paper
https://portal.mardi4nfdi.de/entity/Q5405141	2014-04-01	Paper
Approximate inference of the bandwidth in multivariate kernel density estimation	2013-03-14	Paper
Online Variational Inference for State-Space Models with Point-Process Observations	2011-08-09	Paper
Information theoretic novelty detection	2010-01-15	Paper
Categorial mirror symmetry for K3 surfaces	2000-03-30	Paper
Mirror symmetry on K3 surfaces as a hyper-Kähler rotation	1999-03-02	Paper

Research outcomes over time

Doctoral students

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Known relations from the MaRDI Knowledge Graph

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MaRDI profile type	MaRDI person profile
instance of	human

This page was built for person: Guido Sanguinetti