1 citations · 2 across the 4 of their papers we have counts for
4 papers · 1 filter
A Causal Approach for Business Optimization: Application on an Online Marketplace
Naama Parush, Ohad Levinkron-Fisch, Hanan Shteingart +3
A common sales strategy involves having account executives (AEs) actively reach out and contact potential customers. However, not all contact attempts have a positive effect: some…
Machine Learning Prescriptive Canvas for Optimizing Business Outcomes
Hanan Shteingart, Gerben Oostra, Ohad Levinkron +3
Data science has the potential to improve business in a variety of verticals. While the lion's share of data science projects uses a predictive approach, to drive improvements thes…
Positivity Validation Detection and Explainability via Zero Fraction Multi-Hypothesis Testing and Asymmetrically Pruned Decision Trees
Guy Wolf, Gil Shabat, Hanan Shteingart
Positivity is one of the three conditions for causal inference from observational data. The standard way to validate positivity is to analyze the distribution of propensity. Howeve…
Majority Voting and the Condorcet's Jury Theorem
Hanan Shteingart, Eran Marom, Igor Itkin +4
There is a striking relationship between a three hundred years old Political Science theorem named "Condorcet's jury theorem" (1785), which states that majorities are more likely t…