Abstract: This work is one of a series of papers that is devoted to the further investigation of polynomial and trigonometric splines of the third order approximation. Polynomial basis splines are ...

Journal of Computational Mathematics, Vol. 28, No. 5 (September 2010), pp. 645-675 (31 pages) In this paper, we study adaptive finite element discretisation schemes for a class of parameter estimation ...

Vol. 38, No. 5, Special Issue: Proceedings of the 4th International Conference on Mathematical Biology (2008), pp. 1863-1875 (13 pages) Longitudinal continuous proportional data is common in many ...

This project presents example codes for finite-data analysis for device-independent (DI) randomness verification using probability estimation technique [1] and using the algorithms for constructing ...

Abstract: In the nonlinear estimation problem, the direct evaluation of posterior density function (PDF) is always intractable due to the complex nonlinear integral. In this paper, we propose a linear ...

Reinforcement learning problems are commonly tackled with temporal difference methods, which attempt to estimate the agent's optimal value function. In most real-world problems, learning this value ...

This article provides an overview and examples of a novel and practical method for estimating the reliability of a complex system, with confidence regions, based on a combination of full-system and ...

Network estimation is essential for understanding the structure and function of biological systems, but current statistical approaches fail to capture intersubject heterogeneity or cross-modality ...