45 citations · 204 across the 40 of their papers we have counts for
5 papers · 1 filter
Near-Optimal Bayesian Online Assortment of Reusable Resources
Yiding Feng, Rad Niazadeh, Amin Saberi
Motivated by the applications of rental services in e-commerce, we consider revenue maximization in online assortment of reusable resources for a stream of arriving consumers with…
Robustness of Online Inventory Balancing to Inventory Shocks
Yiding Feng, Rad Niazadeh, Amin Saberi
In classic adversarial online resource allocation problems such as AdWords, customers arrive online while products are given offline with a fixed initial inventory. To ensure reven…
Robust Dynamic Staffing with Predictions
Yiding Feng, Vahideh Manshadi, Rad Niazadeh +1
We consider a natural dynamic staffing problem in which a decision-maker sequentially hires workers over a finite horizon to meet an unknown demand revealed at the end. Predictions…
Online Job Assignment
Farbod Ekbatani, Yiding Feng, Ian Kash +1
Motivated primarily by applications in cloud computing, we study a simple, yet powerful, online allocation problem in which jobs of varying durations arrive over continuous time an…
Markovian Search with Ex-Ante Constraints: Theory and Applications to Socially Aware Algorithmic Hiring
Mohammad Reza Aminian, Vahideh Manshadi, Rad Niazadeh
We develop an algorithmic framework to incorporate "ex-ante" constraints on outcomes (that hold only on average) into stateful sequential search with costly inspection. Our framewo…