59 citations · 192 across the 56 of their papers we have counts for
3 papers · 1 filter
Combinatorial Assortment Optimization
Nicole Immorlica, Brendan Lucier, Jieming Mao +2
Assortment optimization refers to the problem of designing a slate of products to offer potential customers, such as stocking the shelves in a convenience store. The price of each…
Optimal Data Acquisition for Statistical Estimation
Yiling Chen, Nicole Immorlica, Brendan Lucier +2
We consider a data analyst's problem of purchasing data from strategic agents to compute an unbiased estimate of a statistic of interest. Agents incur private costs to reveal their…
Decoupled classifiers for fair and efficient machine learning
Cynthia Dwork, Nicole Immorlica, Adam Tauman Kalai +1
When it is ethical and legal to use a sensitive attribute (such as gender or race) in machine learning systems, the question remains how to do so. We show that the naive applicatio…