4 citations · 4 across the 2 of their papers we have counts for
2 papers
cs.LG2026
Exact Finite-Sample Variance Decomposition of Subagging: A Spectral Filtering Perspective
Ye Su, Mingrui Ye, Yining Wang +2
Standard resampling ratios (e.g., ) are widely used as default baselines in ensemble learning for three decades. However, how these ratios interact with a base lear…
stat.ML2020★ 4 cited
Nearly Dimension-Independent Sparse Linear Bandit over Small Action Spaces via Best Subset Selection
Yining Wang, Yi Chen, Ethan X. Fang +2
We consider the stochastic contextual bandit problem under the high dimensional linear model. We focus on the case where the action space is finite and random, with each action ass…