Privacy-Preserving Dynamic Assortment Selection

Cho, Y.H., Sun, W. W.

🏆 2025 American Statistical Association Student Paper Award from the Business and Economic Statistics Section

In preparation for Operations Research

[arXiv]

Formal Privacy Guarantees with Invariant Statistics

Cho, Y.H., Awan, J.

Submitted to Journal of Machine Learning Research

[arXiv]

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

Cho, S., Shin, M., Cho, Y.H., Lim, J.

AStA Advances in Statistical Analysis, 1-32

Privacy-Preserving Fine-tuning of Large Language Model

Cho, Y.H., Sun, W.W., Su, W.

On-going work

Bridging Privacy and Accuracy: Asymptotically Negligible Noise by Exponential Mechanism

Cho, Y.H., Chen, Y., Awan, J.

On-going work; in preparation for Journal of American Statistical Association

Differentially Private Conformal Prediction

Cho, Y.H., Awan, J.

On-going work