2 papers
cs.LG2024
Adaptive pruning-based Newton's method for distributed learning
Shuzhen Chen, Yuan Yuan, Youming Tao +3
Newton's method leverages curvature information to boost performance, and thus outperforms first-order methods for distributed learning problems. However, Newton's method is not pr…
stat.ML2024
A Two-Part Machine Learning Approach to Characterizing Network Interference in A/B Testing
Yuan Yuan, Kristen M. Altenburger
The reliability of controlled experiments, commonly referred to as "A/B tests," is often compromised by network interference, where the outcomes of individual units are influenced…