A gold standard dataset for the reviewer assignment problem

I Stelmakh, J Wieting, G Neubig, NB Shah - arXiv preprint arXiv …, 2023 - arxiv.org
Many peer-review venues are either using or looking to use algorithms to assign
submissions to reviewers. The crux of such automated approaches is the notion of the" …

Distribution of Chores with Information Asymmetry

H Hosseini, J Kavner, T Wąs, L Xia - arXiv preprint arXiv:2305.02986, 2023 - arxiv.org
Fair distribution of indivisible tasks with non-positive valuations (aka chores) has given rise
to a large body of work in recent years. A popular approximate fairness notion is envy …

Envy Freeness Up to One Item: Shall We Duplicate or Remove Resources?

M Aleksandrov - EPIA Conference on Artificial Intelligence, 2022 - Springer
We consider a fair division model in which agents have general valuations for bundles of
indivisible items. We propose two new approximate properties for envy freeness of …

[PDF][PDF] DATA DRIVEN EXPERT ASSIGNMENT

J PAYAN - 2025 - justinpayan.github.io
I am incredibly grateful to Yair Zick for teaching me about market design and how to do good
research in general. I greatly enjoyed working in Yair's lab, and I am so fortunate to have …

[PDF][PDF] Making Scientific Peer Review Scientific

I Stelmakh - 2022 - ml.cmu.edu
Nowadays many important applications such as hiring, university admissions, and scientific
peer review rely on the collective efforts of a large number of individuals. These applications …