2 papers
math.ST2026
Differentially Private Two-Stage Empirical Risk Minimization with Applications to Individualized Treatment Rule
Joowon Lee, Guanhua Chen
Differential privacy provides a formal framework for releasing statistical estimators that limit how much any single observation can influence the output, by injecting calibrated r…
cs.IR2024
Revealing and Utilizing In-group Favoritism for Graph-based Collaborative Filtering
Hoin Jung, Hyunsoo Cho, Myungje Choi +3
When it comes to a personalized item recommendation system, It is essential to extract users' preferences and purchasing patterns. Assuming that users in the real world form a clus…