Miaolan Xie

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 6

Top Topics

Conditional Mutual Information

Feature Selection

Top Venues

Publications

Billy Jin, Katya Scheinberg, Miaolan Xie
High Probability Complexity Bounds for Adaptive Step Search Based on Stochastic Oracles. SIAM J. Optim. 34 (3) (2024)
Katya Scheinberg, Miaolan Xie
Stochastic Adaptive Regularization Method with Cubics: a High Probability Complexity Bound. WSC (2023)
Brian Liu, Miaolan Xie, Haoyue Yang, Madeleine Udell
ControlBurn: Nonlinear Feature Selection with Sparse Tree Ensembles. CoRR (2022)
Brian Liu, Miaolan Xie, Madeleine Udell
ControlBurn: Feature Selection by Sparse Forests. CoRR (2021)
Brian Liu, Miaolan Xie, Madeleine Udell
ControlBurn: Feature Selection by Sparse Forests. KDD (2021)
Billy Jin, Katya Scheinberg, Miaolan Xie
High Probability Complexity Bounds for Line Search Based on Stochastic Oracles. NeurIPS (2021)