168 citations · 871 across the 72 of their papers we have counts for
4 papers · 1 filter
Learning Cost-Effective and Interpretable Regimes for Treatment Recommendation
Himabindu Lakkaraju, Cynthia Rudin
Decision makers, such as doctors and judges, make crucial decisions such as recommending treatments to patients, and granting bails to defendants on a daily basis. Such decisions t…
Learning Cost-Effective Treatment Regimes using Markov Decision Processes
Himabindu Lakkaraju, Cynthia Rudin
Decision makers, such as doctors and judges, make crucial decisions such as recommending treatments to patients, and granting bails to defendants on a daily basis. Such decisions t…
Psycho-Demographic Analysis of the Facebook Rainbow Campaign
Yilun Wang, Himabindu Lakkaraju, Michal Kosinski +1
Over the past decade, online social media has had a tremendous impact on the way people engage in social activism. For instance, about 26M Facebook users expressed their support in…
Identifying Unknown Unknowns in the Open World: Representations and Policies for Guided Exploration
Himabindu Lakkaraju, Ece Kamar, Rich Caruana +1
Predictive models deployed in the real world may assign incorrect labels to instances with high confidence. Such errors or unknown unknowns are rooted in model incompleteness, and…