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Guido Sanguinetti

Identifiers

  • name variant Guido Sanguinetti 0.60 · backfill

Papers (23)

  1. MERGE-RNA: a physics-based model to predict RNA secondary structure ensembles with chemical probing q-bio.BM · 2025 · author #4
  2. Machine Learning for RNA Secondary Structure Prediction: a review of current methods and challenges q-bio.BM · 2025 · author #3
  3. Intrinsic Geometric Vulnerability of High-Dimensional Artificial Intelligence cs.LG · 2018 · author #2
  4. Gene regulatory network inference: an introductory survey q-bio.QM · 2018 · author #2
  5. Probabilistic Model Checking for Continuous Time Markov Chains via Sequential Bayesian Inference cs.LO · 2017 · author #2
  6. Efficient Low-Order Approximation of First-Passage Time Distributions physics.comp-ph · 2017 · author #4
  7. Approximation and inference methods for stochastic biochemical kinetics - a tutorial review q-bio.QM · 2016 · author #2
  8. Policy learning for time-bounded reachability in Continuous-Time Markov Decision Processes via doubly-stochastic gradient ascent cs.SY · 2016 · author #5
  9. Matching models across abstraction levels with Gaussian Processes stat.ML · 2016 · author #3
  10. Higher order methylation features for clustering and prediction in epigenomic studies q-bio.GN · 2016 · author #2
  11. Statistical modeling of isoform splicing dynamics from RNA-seq time series data q-bio.GN · 2016 · author #2
  12. Cox process representation and inference for stochastic reaction-diffusion processes cond-mat.stat-mech · 2016 · author #3
  13. Expectation propagation for continuous time stochastic processes stat.ML · 2015 · author #4
  14. Unbiased Bayesian Inference for Population Markov Jump Processes via Random Truncations stat.ML · 2015 · author #3
  15. Comparison of different moment-closure approximations for stochastic chemical kinetics q-bio.QM · 2015 · author #2
  16. M3D: a kernel-based test for shape changes in methylation profiles q-bio.QM · 2014 · author #3
  17. Validity conditions for moment closure approximations in stochastic chemical kinetics q-bio.MN · 2014 · author #2
  18. The complex chemical Langevin equation q-bio.QM · 2014 · author #2
  19. Smoothed Model Checking for Uncertain Continuous Time Markov Chains cs.LO · 2014 · author #3
  20. Learning Temporal Logical Properties Discriminating ECG models of Cardiac Arrhytmias cs.LO · 2013 · author #3
  21. Factored expectation propagation for input-output FHMM models in systems biology stat.ML · 2013 · author #2
  22. Sparse Approximate Inference for Spatio-Temporal Point Process Models stat.ML · 2013 · author #4
  23. A subsystems approach for parameter estimation of ODE models of hybrid systems cs.CE · 2012 · author #5

Mentions

  • 1305.4153 #2 · backfill · confidence 0.70 Guido Sanguinetti
  • 1305.4152 #4 · backfill · confidence 0.70 Guido Sanguinetti
  • 1208.3850 #5 · backfill · confidence 0.70 Guido Sanguinetti
  • 2512.20581 #4 · arxiv_oai · confidence 0.70 Guido Sanguinetti
  • 2511.02622 #3 · arxiv_oai · confidence 0.70 Guido Sanguinetti

Frequent Coauthors