• Publications
  • Influence
Bayesian estimation based on summary statistics: Double asymptotics and practice
Ergodic theorem shows that ergodic averages of the posterior draws converge in probability to the posterior mean under the stationarity assumption. The literature also shows that the posteriorExpand
  • 5
  • 1
  • PDF
Pathological Evidence Exploration in Deep Retinal Image Diagnosis
TLDR
In this paper, we propose a novel technique inspired by Koch’s Postulates to give some insights into how convolutional neural network (CNN) based pathology detector ∗These two authors contributed equally to the paper. Expand
  • 17
  • PDF
Optimal Model Predictive Control for Path Tracking of Autonomous Vehicle
This paper investigates the optimal model predictive control for the path tracking of an autonomous vehicle. For the control algorithm of an autonomous vehicle following pre-calculated path, twoExpand
  • 14
Nonparametric localized bandwidth selection for Kernel density estimation
ABSTRACT As conventional cross-validation bandwidth selection methods do not work properly in the situation where the data are serially dependent time series, alternative bandwidth selection methodsExpand
  • 8
  • PDF
Bayesian Bandwidth Estimation in Nonparametric Time-Varying Coefficient Models
Bandwidth plays an important role in determining the performance of nonparametric estimators, such as the local constant estimator. In this article, we propose a Bayesian approach to bandwidthExpand
  • 4
  • PDF
Semiparametric Localized Bandwidth Selection in Kernel Density Estimation
Since conventional cross-validation bandwidth selection methods do not work for the case where the data considered are serially dependent, alternative bandwidth selection methods are needed. InExpand
  • 3
  • PDF
Design and measurement of an indoor Li-Fi system based on 802.3 protocol
TLDR
In this paper we report an indoor Li-Fi system operating at 18.9 Mbps by employing access authentication technology and collision avoidance technology. Expand
  • 1
A longitudinal control of an autonomous platoon with control input delays
TLDR
In this paper, the control input delay caused by the sampling period is considered. Expand
  • 1
Bayesian Bandwidth Selection in Nonparametric Time-Varying Coefficient Models
Bandwidth plays an important role in determining the performance of local linear estimators. In this paper, we propose a Bayesian approach to bandwidth selection for local linear estimation ofExpand
A frequentist approach to Bayesian asymptotics
Ergodic theorem shows that ergodic averages of the posterior draws converge in probability to the posterior mean under the stationarity assumption. The literature also shows that the posteriorExpand
  • 2