14 citations · 14 across the 2 of their papers we have counts for
4 papers
Greetings from a Triparental Planet
Gizem Bacaksizlar, Stefani Crabtree, Joshua Garland +11
In this work of speculative science, scientists from a distant star system explain the emergence and consequences of triparentalism, when three individuals are required for sexual…
Cross Validation Based Model Selection via Generalized Method of Moments
Junpei Komiyama, Hajime Shimao
Structural estimation is an important methodology in empirical economics, and a large class of structural models are estimated through the generalized method of moments (GMM). Trad…
Comparing Fairness Criteria Based on Social Outcome
Junpei Komiyama, Hajime Shimao
Fairness in algorithmic decision-making processes is attracting increasing concern. When an algorithm is applied to human-related decision-making an estimator solely optimizing its…
Two-stage Algorithm for Fairness-aware Machine Learning
Junpei Komiyama, Hajime Shimao
Algorithmic decision making process now affects many aspects of our lives. Standard tools for machine learning, such as classification and regression, are subject to the bias in da…