885 citations · 2.4k across the 41 of their papers we have counts for
3 papers · 1 filter
Counterfactual Prediction with Deep Instrumental Variables Networks
Jason Hartford, Greg Lewis, Kevin Leyton-Brown +1
We are in the middle of a remarkable rise in the use and capability of artificial intelligence. Much of this growth has been fueled by the success of deep learning architectures: m…
Models of Level-0 Behavior for Predicting Human Behavior in Games
James R. Wright, Kevin Leyton-Brown
Behavioral game theory seeks to describe the way actual people (as compared to idealized, "rational" agents) act in strategic situations. Our own recent work has identified iterati…
Incentivizing Evaluation via Limited Access to Ground Truth: Peer-Prediction Makes Things Worse
Alice Gao, James R. Wright, Kevin Leyton-Brown
In many settings, an effective way of evaluating objects of interest is to collect evaluations from dispersed individuals and to aggregate these evaluations together. Some examples…