4 citations · 4 across the 5 of their papers we have counts for
5 papers
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…
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…
Dynamic Matching with Post-allocation Service and its Application to Refugee Resettlement
Kirk Bansak, Soonbong Lee, Vahideh Manshadi +2
Motivated by our collaboration with a major refugee resettlement agency in the U.S., we study a dynamic matching problem where each new arrival (a refugee case) must be matched imm…
Online Algorithms for Matching Platforms with Multi-Channel Traffic
Vahideh Manshadi, Scott Rodilitz, Daniela Saban +1
Two-sided platforms rely on their recommendation algorithms to help visitors successfully find a match. However, on platforms such as VolunteerMatch (VM) -- which has facilitated m…
Learning Product Rankings Robust to Fake Users
Negin Golrezaei, Vahideh Manshadi, Jon Schneider +1
In many online platforms, customers' decisions are substantially influenced by product rankings as most customers only examine a few top-ranked products. Concurrently, such platfor…