Start at 12/11 08:50AM Statistical Computing and Robust Inference for High Dimensional Data

Date: December 11th(Mon.)- 14th(Thurs.)
Venue: 2nd Conference Room,
Humanities and Social Sciences Building,
Academia Sinica, Taipei, Taiwan

Program


Additional Registration Time : Dec 10(Sun.) 20:00-22:00 at the Lobby of the Activities Center, Academia Sinica(活動中心)

Conference Location : (HSSB) Humanities and Social Sciences Building & (AC) Activities Center, Academia Sinica.

 

Dec 11

(Mon.)

Dec 12

(Tue.)

Dec 13

(Wed.)

Dec 14

(Thurs.)

Dec 15

(Fri.)
08:00-09:00 Registration
2nd Conf. Room,3F HSSB

IASC-EC Meeting

( By Invitation)

Onsite and Online

VIP Room, 3F(HSSB)
    3rd Conf. Room,
2F, Activities Center
Registration
08:30-09:20
2nd Conf. Room,3F HSSB
Registration
08:30-09:20
2nd Conf. Room,3F HSSB
09:00-09:20

Opening

Hsin-Chou Yang (ISS)

Kerrie Mengersen (ISI)

Ruey S. Tsay (UChicago)

JDSSV Meeting

( By Invitation)

Onsite and Online

3rd Conf. Room,
2F, Activities Center
09:20-10:30

Chair : Guan-Hua Huang

Karen Kafadar

{Slide}

Statistical Computing and Robust Statistical Methods for 'Big' Data

Paulo Canas Rodrigues

{Slide}

Robust singular spectrum analysis: Methodology and application

Chair : Shih-Feng Huang

Yuichi Mori

Acceleration and quantification with dimension reduction in fuzzy clustering

Javier Trejos Zelaya

{Slide}

Multidimensional scaling by particle swarm optimization

Chair : Nan-Cheng Su

Fabrizio Ruggeri

{Slide}

Unsupervised Statistical Tools for Anomaly Detection: The Case of Healthcare Frauds

Ying Chen

Optimal Market Making in a Multi-agent Market under Model Uncertainty: A Reinforcement Learning Approach

10:30-10:50 Tea Break Tea Break Tea Break Tea Break
10:50-12:00

Chair : Pei-Sheng Lin

Luis Firinguetti

{Slide}

An Extension of the Akash Distribution: Properties, Inference and Application

Paula Brito

Robust Sparse Models and Outlier Detection for Multivariate Distributional Data

10:50 – 13:15

IASC-EC & JDSSV
Joint Meeting

( By Invitation)

Onsite and Online

VIP Room, 3F(HSSB)

Chair : Chun-Shu Chen

Carlo Cavicchia

Convex clustering of mixed numerical and categorical data

Paul Wu

Optimal Partitioning of Directed Acyclic Graphs with Dependency Between Clusters

Chair : Yi-Ting Hwang

Tomoyuki Higuchi

Domain adaptation for application to smart meters of electricity usage in each household

Jürgen Symanzik

{Slide}

Lessons Learned from an Eye-Tracking Study on Human Postures

12:00-13:30 Lunch IASC-EC & CIPS-EC Joint Meeting
( By Invitation)
VIP Room, 3F(HSSB)
Registration&Lunch
2nd Conf. Room,3F HSSB
  Lunch Lunch Lunch
Break
13:30-14:40

Chair : Ching-Kang Ing

Zdeněk Hlávka

{Slide}

Robust tests of mutual independence between functional time series

Elizabeth Ann Maharaj

{Slide}

Deployment of Renewable Energy Sources: Empirical Evidence in Identifying Clusters with Dynamic Time Warping

Chair : Nan-Jung Hsu

Faming Liang

{Slide}

An Introduction to Stochastic Deep Learning

Wei-Biao Wu

Asymptotics for Constant Step Size Stochastic Gradient Descent

JDSSV Editorial Board Meeting

( By Invitation)

Onsite and Online

VIP Room, 3F(HSSB)

Local Tour

( By Invitation)
(Shuttle Departs @12:30)

Auditorium,
B1 ISS

Chair : Yufen Huang

Kwan-Liu Ma

{Slide}

Visual Analytics for Emerging Data-Intensive Problems

Patrick J. F. Groenen

{Slide}

Interpretable Kernels

JDSSV Meeting

( By Invitation)

Onsite and Online

3rd Conf. Room,
2F, Activities Center
14:40-15:00 Tea Break Tea Break

Closing Remark

Hsin-Chou Yang (ISS)

Su-Yun Huang (ISS)

Chun-houh Chen (ISS)

15:00-16:45

Chair : Wen-Han Hwang

Stefan Van Aelst

{Slide}

Subset Selection Ensembles

Ray-Bing Chen

Bayesian Selection Approach for Multinomial Probit Models

Philip Leung-Ho Yu

Variable Selection for High-Dimensional Incomplete Data

Chair : Henry Horng-Shing Lu

Ming-Yueh Huang

Efficient Data Integration Under Prior Probability Shift

Min Yang

{Slide}

Optimal subdata selection for large-scale multi-class logistic regression

Yoshiyuki Ninomiya

{Slide}

Selective Inference in Propensity Score Analysis

15:00 – 15:20
Tea Break
 
 
16:45-20:00

Reception

(Shuttle Departs @17:15)

Banquet

( By Invitation)
(Shuttle Departs @17:15)