Title 1 Table of Contents 2 Abstract 3 Abbreviations 4 Introduction 5 Aim 6 Materials and methods 6 Results 11 Discussion 14 Acknowledgments 19 References 20 Appendix 1: Figures and tables for result and discussion section.

The supplementary material is divided into these sections. Section A details the design of stochastic power EP methods and presents relationships between SEP and SVI. Section B extends the discussion of distributed algorithms and SEP’s applicability to latent variable models. Section C provides experimental details of the Bayesian neural network experiments and presents further emprical evaluca...

.......................................................................................................................................... ii Acknowledgements ........................................................................................................................ iii List of tables .....................................................................................................

In this paper a discussion on multimodal referent resolution is presented. The discussion is centered on the analysis of how the referent of an expression in one modality can be found whenever the contextual information required for carrying on such an inference is expressed in one or more different modalities. In particular, a model for identifying the referent of a graphical expression when t...

This paper is concerned with a number of conceptual and practical issues associated with the use of vouchers to distribute public services. Section 1 proposes a definition of vouchers and considers the position which voucher distribution occupies in the spectrum of possible mechanisms for the production and distribution of public services; this leads into a discussion of the objectives which vo...

Background and Objectives: Thyroid gland because of its superficial location is amenable to direct physical examination. Clinical assessment of thyroid lesions by means of physical examination, thyroid scans and ultrasonography is not completely reliable. Fine needle aspiration cytology (FNAC) is the most cost-effective, safe and an initial diagnostic test in the pre-operative evaluation of thy...

This Supplement is organized as follows: The climate model is described in detail in section 1. Section 2 discusses the robustness of multiple subpolar gyre (SPG) modes by presenting findings from several climate models. Section 3 continues this discussion summarizing work on the sensitivity of the SPG primarily in CLIMBER3α. This is followed by figures supporting conclusions in the main text a...

Epistemic reasons are mental states. They are not propositions or non-mental facts. The discussion proceeds as follows. Section 1 introduces the topic. Section 2 gives two concrete examples of how our topic directly affects the internalism/externalism debate in normative epistemology. Section 3 responds to an argument against the view that reasons are mental states. Section 4 presents two probl...

This document is divided into three sections. Section 2 adds some clarifications regarding filtering grayscale images from the dataset, along with additional details about the network architecture. Section 3 contains a discussion of our algorithm in comparison to Cheng et al. [1]. Section 4 contains a more detailed explanation of the VGG category analysis presented in Section 4.1 and Figure 8 o...