Jungmin Shin

Talks & Presentations

Invited talks

Sep. 2026
The Ohio State University, Department of Biomedical Informatics Seminar
spaCraft: Calibrated power analysis and sample-size planning for multi-sample spatial transcriptomics.
Columbus, OH. Planned.
Jul. 2026
IMS New Researchers Conference (NRC 2026) — Lightning Talk
spaCraft: Calibrated power analysis and sample-size planning for multi-sample spatial transcriptomics.
UMass Amherst, MA. Selected participant; fully funded by NSF and IMS.
Dec. 2025
1st IMS International New Researchers Conference
Penalized principal machines for sufficient dimension reduction and its efficient computation.
Seville, Spain. One of 50 early-career researchers selected worldwide; funded by IMS.
Apr. 2025
Purdue University, Department of Statistics
Principal machine: A unified and computationally efficient approach to SDR.
West Lafayette, IN.

Contributed oral presentations

Aug. 2026
Joint Statistical Meetings (JSM 2026), Boston, MA
spaCraft: Calibrated power analysis and sample-size planning for multi-sample spatial transcriptomics.
Dec. 2024
CFE-CMStatistics 2024, King's College London, London, UK
Computationally efficient sparse sufficient dimension reduction via least squares support vector machine and its extensions.
Jul. 2024
Korean Statistical Society Summer Conference, Seoul, South Korea
Computationally efficient sparse sufficient dimension reduction via least squares support vector machine and its extensions.
Jun. 2024
Korean Data Analysis Society Summer Conference, Seoul, South Korea
Computationally efficient sparse sufficient dimension reduction via least squares support vector machine and its extensions.
Jan. 2024
Korean Data Analysis Society Winter Conference, Pusan, South Korea
Deep neural network based non-crossing multiple quantile regression estimator.
Oct. 2023
International Army Modeling and Simulation Education Conference, Daejeon, South Korea
A least distance estimator for a multivariate regression model using deep neural networks.
Jul. 2023
Korean Data Analysis Society Summer Conference, Seoul, South Korea
A unified principal sufficient dimension reduction package: psvmSDR.

Poster presentations

Apr. 2026
2026 Annual Joint Biostatistics Symposium, Columbus, OH
spaDesign2: A statistical framework for power analysis in multi-sample spatial transcriptomics.