4 papers
How Global Calibration Strengthens Multiaccuracy
SÃlvia Casacuberta, Parikshit Gopalan, Varun Kanade +1
Multiaccuracy and multicalibration are multigroup fairness notions for prediction that have found numerous applications in learning and computational complexity. They can be achiev…
Good Allocations from Bad Estimates
SÃlvia Casacuberta, Moritz Hardt
Conditional average treatment effect (CATE) estimation is the de facto gold standard for targeting a treatment to a heterogeneous population. The method estimates treatment effects…
From Independence of Clones to Composition Consistency: A Hierarchy of Barriers to Strategic Nomination
Ratip Emin Berker, SÃlvia Casacuberta, Isaac Robinson +3
We study two axioms for social choice functions that capture the impact of similar candidates: independence of clones (IoC) and composition consistency (CC). We clarify the relatio…
Obvious Independence of Clones
Ratip Emin Berker, SÃlvia Casacuberta, Christopher Ong +1
The Independence of Clones (IoC) criterion measures a voting rule's robustness to strategic nomination. Prior literature has established empirically that individuals may still subm…