1 citations · 1 across the 1 of their papers we have counts for
Showing cs.LGShow all
3 papers · 1 filter
cs.LG2023
Causal Strategic Classification: A Tale of Two Shifts
Guy Horowitz, Nir Rosenfeld
When users can benefit from certain predictive outcomes, they may be prone to act to achieve those outcome, e.g., by strategically modifying their features. The goal in strategic c…
cs.LG2023★ 1 cited
Performative Recommendation: Diversifying Content via Strategic Incentives
Itay Eilat, Nir Rosenfeld
The primary goal in recommendation is to suggest relevant content to users, but optimizing for accuracy often results in recommendations that lack diversity. To remedy this, conven…
cs.LG2016★ 1 cited
Predicting Counterfactuals from Large Historical Data and Small Randomized Trials
Nir Rosenfeld, Yishay Mansour, Elad Yom-Tov
When a new treatment is considered for use, whether a pharmaceutical drug or a search engine ranking algorithm, a typical question that arises is, will its performance exceed that…