Publications

Beyond Data Splitting: Full-Data Conformal Prediction by Differential Privacy

Young Hyun Cho and Jordan Awan

Submitted

Winner, 2026 ASA Student Paper Award (Statistical Learning and Data Science Section)

Privacy-Preserving Dynamic Assortment Selection

Young Hyun Cho and Will Wei Sun

Under Revision

Winner, 2025 ASA Student Paper Award (Business and Economic Statistics Section)

Formal Privacy Guarantees with Invariant Statistics

Young Hyun Cho and Jordan Awan

Under Revision

Change point detection in high dimensional covariance matrix using Pillai’s statistics

Seonghun Cho, Minsup Shin, Young Hyun Cho, and Johan Lim

AStA Advances in Statistical Analysis, 1-32, 2024

Metabolic and cardiovascular benefits of apple and apple-derived products: a systematic review and meta-analysis of randomized controlled trials

Sun Jo Kim, Nguyen Hoang Anh, Cheol Woon Jung, Nguyen Phuoc Long, Seongoh Park, Young Hyun Cho, et al.

Frontiers in Nutrition 9, 766155, 2022

Effects of β-Cryptoxanthin on Improvement in Osteoporosis Risk: A Systematic Review and Meta-Analysis of Observational Studies

Sun Jo Kim, Nguyen Hoang Anh, Nguyen Co Diem, Seongoh Park, Young Hyun Cho, et al.

Foods 10 (2), 296, 2021

Differentially Private Preference-Based Policy Learning via Private Reward Estimation

Young Hyun Cho and Will Wei Sun

Manuscript in preparation

Anytime-Valid Selective Release for Adaptive Decision Pipelines

Young Hyun Cho and Will Wei Sun

Manuscript in preparation

Private Statistical Inference for M-Estimation via the Exponential Mechanism

Young Hyun Cho, Yuwei Chen, and Jordan Awan

Manuscript in preparation

Resilient Management via Hierarchical Reinforcement Learning

Young Hyun Cho, Franz Stoll, Will Wei Sun, Guang Lin, and Stephan Biller

Manuscript in preparation