2 papers
cs.LG2024
Derandomizing Multi-Distribution Learning
Kasper Green Larsen, Omar Montasser, Nikita Zhivotovskiy
Multi-distribution or collaborative learning involves learning a single predictor that works well across multiple data distributions, using samples from each during training. Recen…
cs.LG2017
Predicting Demographics of High-Resolution Geographies with Geotagged Tweets
Omar Montasser, Daniel Kifer
In this paper, we consider the problem of predicting demographics of geographic units given geotagged Tweets that are composed within these units. Traditional survey methods that o…