6 citations · 10 across the 3 of their papers we have counts for
3 papers
stat.ML2024
An Adaptive Dimension Reduction Estimation Method for High-dimensional Bayesian Optimization
Shouri Hu, Jiawei Li, Zhibo Cai
Bayesian optimization (BO) has shown impressive results in a variety of applications within low-to-moderate dimensional Euclidean spaces. However, extending BO to high-dimensional…
cs.IR2023★ 6 cited
Empowering Collaborative Filtering with Principled Adversarial Contrastive Loss
An Zhang, Leheng Sheng, Zhibo Cai +2
Contrastive Learning (CL) has achieved impressive performance in self-supervised learning tasks, showing superior generalization ability. Inspired by the success, adopting CL into…
cs.LG2023★ 4 cited
Boosting Differentiable Causal Discovery via Adaptive Sample Reweighting
An Zhang, Fangfu Liu, Wenchang Ma +3
Under stringent model type and variable distribution assumptions, differentiable score-based causal discovery methods learn a directed acyclic graph (DAG) from observational data b…