Authors: Guoqing Wang, Abhirup Datta, Martin A. Lindquist
arXiv
In recent years, neuroimaging has undergone a paradigm shift, moving away from the traditional brain mapping approach toward developing integrated, multivariate brain models that can predict categorie...
Authors: Eugene Furman, Arik Senderovich, Shane Bergsma, J. Christopher Beck
arXiv
Problem Definition: Allocating sufficient capacity to cloud services is a challenging task, especially when demand is time-varying, heterogeneous, contains batches, and requires multiple types of reso...
Authors: Thomas J. Faulkenberry, Keelyn B. Brennan
arXiv
Bayes factors are an increasingly popular tool for indexing evidence from experiments. For two competing population models, the Bayes factor reflects the relative likelihood of observing some data und...
Authors: Tobias B. Polak, Jeremy A. Labrecque, Carin A. Uyl-de Groot, Joost van Rosmalen
arXiv
The incorporation of "real-world data" to supplement the analysis of trials and improve decision-making has spurred the development of statistical techniques to account for introduced confounding. Rec...
Authors: Lucas M. F. Silva, Luiz F. V. Figueiredo, Viviana G. R. Lobo, ThaĆs C. O. Fonseca, Mariane B. Alves
arXiv
The BayesMortalityPlus package provides a framework for modelling and predicting mortality data. The package includes tools for the construction of life tables based on Heligman-Pollard laws, and also...
Authors: Yu-Min Chung, Whitney K. Huang, Hau-Tieng Wu
arXiv
Objective: Breathing pattern variability (BPV), as a universal physiological feature, encodes rich health information. We aim to show that, a high-quality automatic sleep stage scoring based on a prop...
Authors: Alberto Silvio Chiappa, Alessandro Marin Vargas, Ann Zixiang Huang, Alexander Mathis
arXiv
In Reinforcement Learning, agents learn policies by exploring and interacting with the environment. Due to the curse of dimensionality, learning policies that map high-dimensional sensory input to mot...
Authors: Kirk Bansak, Elisabeth Paulson, Dominik RothenhƤusler
arXiv
Many existing approaches for generating predictions in settings with distribution shift model distribution shifts as adversarial or low-rank in suitable representations. In various real-world settings...
Authors: Edoardo W. Grappolini, Anand Subramoney
arXiv
Biological evidence suggests that adaptation of synaptic delays on short to medium timescales plays an important role in learning in the brain. Inspired by biology, we explore the feasibility and powe...
Authors: Panagiotis Mougkogiannis, Andrew Adamatzky
arXiv
Proteinoids, also known as thermal proteins, possess a fascinating ability to generate microspheres that exhibit electrical spikes resembling the action potentials of neurons. These spiking microspher...
Authors: Weimeng Wang, Yang Liu, Jeffrey R. Harring
arXiv
Recent advancements in testing differential item functioning (DIF) have greatly relaxed restrictions made by the conventional multiple group item response theory (IRT) model with respect to the number...
Authors: Justus Contzen, Thorsten Dickhaus, Gerrit Lohmann
arXiv
The impact of an extreme climate event depends strongly on its geographical scale. Max-stable processes can be used for the statistical investigation of climate extremes and their spatial dependencies...
Authors: Akira Tamamori
arXiv
This paper proposes an extension of Random Projection Depth (RPD) to cope with multiple modalities and non-convexity on data clouds. In the framework of the proposed method, the RPD is computed in a r...
Authors: JosuĆ© Page VizcaĆno, Panagiotis Symvoulidis, Zeguan Wang, Jonas Jelten, Paolo Favaro, Edward S. Boyden, Tobias Lasser
arXiv
Real-time 3D fluorescence microscopy is crucial for the spatiotemporal analysis of live organisms, such as neural activity monitoring. The eXtended field-of-view light field microscope (XLFM), also kn...
Authors: Jiannan Yang, Robin Langley, Richard Lines
arXiv
Direct estimation of the hydrodynamic response of an offshore structure in a random spreading sea can lead to large computational costs. In this paper the actual spreading sea is replaced by an ideali...