Works (4)
Updated: October 16th, 2023 08:47
2018 journal article
Identifying and Estimating Persistent Items in Data Streams
IEEE-ACM TRANSACTIONS ON NETWORKING, 26(6), 2429–2442.
author keywords: Persistent item; identification; estimation; Bloom filter; Raptor code
TL;DR:
This paper proposes a novel scheme, PIE, that can not only accurately identify each persistent item with a probability greater than any desired false negative rate (FNR), but can also accurately estimate the number of occurrences of each persistence item.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
9. Industry, Innovation and Infrastructure
(Web of Science)
Source: Web Of Science
Added: January 14, 2019
2017 journal article
BAYESIAN DETECTION OF IMAGE BOUNDARIES
ANNALS OF STATISTICS, 45(5), 2190–2217.
author keywords: Boundary detection; Gaussian process on sphere; image; posterior contraction rate; random series; squared exponential periodic kernel; Bayesian adaptation
TL;DR:
A nonparametric Bayesian approach based on priors indexed by d - 1, the unit sphere in $\mathbb{R}^d$ that achieves four goals of guaranteed geometric restriction, (nearly) minimax rate optimal and adaptive to the smoothness level, convenient for joint inference and computationally efficient.
(via Semantic Scholar)
open access via arxiv.org (repository)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Source: Web Of Science
Added: August 6, 2018
2015 journal article
Incorporating covariates in skewed functional data models
Biostatistics (Oxford, England), 16(3), 413–426.
MeSH headings : Biostatistics; Case-Control Studies; Computer Simulation; Diffusion Tensor Imaging / statistics & numerical data; Humans; Models, Statistical; Multiple Sclerosis / diagnosis; Multivariate Analysis; Normal Distribution; Principal Component Analysis; Software
TL;DR:
The proposed cSFM framework provides a unifying platform for pointwise quantile estimation and trajectory prediction and considers a computationally feasible procedure that handles densely as well as sparsely observed functional data.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Sources: NC State University Libraries, NC State University Libraries
Added: August 6, 2018
2014 journal article
Bayesian Multiscale Smoothing of Gaussian Noised Images
BAYESIAN ANALYSIS, 9(3), 733–758.
author keywords: Chinese Restaurant Process; MCMC-free computation; 3-dimensional image
TL;DR:
Simulations on Shepp-Logan phantom and Lena test images show that the proposed smoothing method is comparable with the best available methods for light noise and outperforms them for heavier noise both visually and numerically.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Source: Web Of Science
Added: August 6, 2018