Showing 1–20 of 47 results
/ Date/ Name
Dec 1, 2020Systematic errors in estimates of $R_t$ from symptomatic cases in the presence of observation biasOct 20, 2022Bottom-up data integration in polymer models of chromatin organisationMay 11, 2022Bayesian learning of effective chemical master equations in crowded intracellular conditionsApr 7, 2020Estimating the impact of preventive quarantine with reverse epidemiologyNov 6, 2017Probabilistic Model Checking for Continuous Time Markov Chains via Sequential Bayesian InferenceOct 24, 2014M3D: a kernel-based test for shape changes in methylation profilesSep 3, 2013On the Robustness of Temporal Properties for Stochastic ModelsMar 2, 2026CoVAE: correlated multimodal generative modelingAug 19, 2012A subsystems approach for parameter estimation of ODE models of hybrid systemsMay 17, 2013Factored expectation propagation for input-output FHMM models in systems biologyFeb 18, 2021Random Projections for Improved Adversarial RobustnessMar 28, 2016Higher order methylation features for clustering and prediction in epigenomic studiesJun 3, 2016Property-driven State-Space Coarsening for Continuous Time Markov ChainsAug 23, 2016Approximation and inference methods for stochastic biochemical kinetics - a tutorial reviewAug 24, 2013A stochastic hybrid model of a biological filterJul 22, 2025Navigation through Non-Compact Symmetric Spaces: a mathematical perspective on Cartan Neural NetworksFeb 11, 2020Robustness of Bayesian Neural Networks to Gradient-Based AttacksJul 13, 2022On the Robustness of Bayesian Neural Networks to Adversarial AttacksJan 8, 2016Cox process representation and inference for stochastic reaction-diffusion processesMay 31, 2016Policy learning for time-bounded reachability in Continuous-Time Markov Decision Processes via doubly-stochastic gradient ascent