2 papers
cs.LG2024
Task Diversity in Bayesian Federated Learning: Simultaneous Processing of Classification and Regression
Junliang Lyu, Yixuan Zhang, Xiaoling Lu +1
This work addresses a key limitation in current federated learning approaches, which predominantly focus on homogeneous tasks, neglecting the task diversity on local devices. We pr…
stat.ML2024
Conjugate Bayesian Two-step Change Point Detection for Hawkes Process
Zeyue Zhang, Xiaoling Lu, Feng Zhou
The Bayesian two-step change point detection method is popular for the Hawkes process due to its simplicity and intuitiveness. However, the non-conjugacy between the point process…