Titlebook: Conformal and Probabilistic Prediction with Applications; 5th International Sy Alexander Gammerman,Zhiyuan Luo,Vladimir Vovk Conference pro

cardiovascular

Crohns-disease

Hidden Markov Models with Confidenceur attention is focused to applications that require a list of potential sequences as a prediction. We propose a novel method based on Conformal Prediction (CP) that, for an arbitrary confidence level ., produces a list of candidate sequences that contains the correct sequence of hidden states with

Antimicrobial

溺爱

Effective Design for Sobol Indices Estimation Based on Polynomial Chaos Expansionstput of the analyzed mathematical model. We consider a problem of selection of experimental design points for Sobol’ indices estimation. Based on the concept of .-optimality, we propose a method for constructing an adaptive design of experiments, effective for the calculation of Sobol’ indices from

Congruous

能得到

人充满活力

Extended Regression on Manifolds Estimationality q < p embedded in an ambient high-dimensional space R., to m-dimensional outputs. Regression on manifold problem is to estimate a triple (f(X), J.(X), .), which includes Jacobian J. of the mapping f, from given sample consisting of ‘input-output’ pairs. If some mapping h transforms Input manif

Insubordinate

针叶类的树

Conformal Prediction of Disruptions from Scratch: Application to an ITER Scenarioess rate (rate of disruptions predicted correctly) increases and the false alarm rate (rate of non-disruptive discharges misclassified) decreases, using conformal prediction (CP) rather than conventional methodology from scratch. CP from scratch achieves a success rate of . with the first model and only one disruptive discharge.

jocular