125 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Cornell UniversityUS3 papers
- Brown UniversityUS2 papers
- Carnegie Mellon UniversityUS2 papers
- Columbia UniversityUS2 papers
- Cornell TechUS2 papers
- Massachusetts Institute of TechnologyUS2 papers
- Microsoft (United States)US2 papers
- Northeastern UniversityUS2 papers
- The University of Texas at AustinUS2 papers
- Aarhus UniversityDK1 paper
- Columbia University Irving Medical CenterUS1 paper
- École Nationale Supérieure de Techniques AvancéesFR1 paper
3 papers · 1 filter
The Holdout Randomization Test for Feature Selection in Black Box Models
Wesley Tansey, Victor Veitch, Haoran Zhang +2
We propose the holdout randomization test (HRT), an approach to feature selection using black box predictive models. The HRT is a specialized version of the conditional randomizati…
Evaluating stochastic seeding strategies in networks
Alex Chin, Dean Eckles, Johan Ugander
When trying to maximize the adoption of a behavior in a population connected by a social network, it is common to strategize about where in the network to seed the behavior, often…
Bayesian Nonparametric Thompson Sampling for Multi-Armed Bandits
Iñigo Urteaga, Chris H. Wiggins
In stochastic multi-armed bandits, rewards are generated by an unknown distribution; the world's reward uncertainty induces the exploration-exploitation trade-off. Thompson samplin…