Miaolan Xie

According to our database, Miaolan Xie authored at least 8 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

A Stochastic Quasi-Newton Method in the Absence of Common Random Numbers.

Matt Menickelly, Stefan M. Wild, Miaolan Xie

J. Optim. Theory Appl., February, 2026

2025

Sample complexity analysis for adaptive optimization algorithms with stochastic oracles.

Billy Jin, Katya Scheinberg, Miaolan Xie

Math. Program., January, 2025

A Sequential Quadratic Programming Method With High-Probability Complexity Bounds for Nonlinear Equality-Constrained Stochastic Optimization.

Albert S. Berahas, Miaolan Xie, Baoyu Zhou

SIAM J. Optim., 2025

2024

High Probability Complexity Bounds for Adaptive Step Search Based on Stochastic Oracles.

Billy Jin, Katya Scheinberg, Miaolan Xie

SIAM J. Optim., 2024

2023

Stochastic Adaptive Regularization Method with Cubics: a High Probability Complexity Bound.

Katya Scheinberg, Miaolan Xie

Proceedings of the Winter Simulation Conference, 2023

2022

ControlBurn: Nonlinear Feature Selection with Sparse Tree Ensembles.

Brian Liu, Miaolan Xie, Haoyue Yang, Madeleine Udell

CoRR, 2022

2021

High Probability Complexity Bounds for Line Search Based on Stochastic Oracles.

Billy Jin, Katya Scheinberg, Miaolan Xie

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

ControlBurn: Feature Selection by Sparse Forests.

Brian Liu, Miaolan Xie, Madeleine Udell

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021