14 citations · 30 across the 5 of their papers we have counts for
5 papers
Demand Balancing in Primal-Dual Optimization for Blind Network Revenue Management
Sentao Miao, Yining Wang
This paper proposes a practically efficient algorithm with optimal theoretical regret which solves the classical network revenue management (NRM) problem with unknown, nonparametri…
On Adaptivity in Non-stationary Stochastic Optimization With Bandit Feedback
Yining Wang
In this paper we study the non-stationary stochastic optimization question with bandit feedback and dynamic regret measures. The seminal work of Besbes et al. (2015) shows that, wh…
Constant Regret Re-solving Heuristics for Price-based Revenue Management
Yining Wang, He Wang
Price-based revenue management is an important problem in operations management with many practical applications. The problem considers a retailer who sells a product (or multiple…
Direct Learning to Rank and Rerank
Cynthia Rudin, Yining Wang
Learning-to-rank techniques have proven to be extremely useful for prioritization problems, where we rank items in order of their estimated probabilities, and dedicate our limited…
An Improved Gap-Dependency Analysis of the Noisy Power Method
Maria Florina Balcan, Simon S. Du, Yining Wang +1
We consider the noisy power method algorithm, which has wide applications in machine learning and statistics, especially those related to principal component analysis (PCA) under r…