108 citations · 281 across the 25 of their papers we have counts for
4 papers · 1 filter
Can Ensembling Pre-processing Algorithms Lead to Better Machine Learning Fairness?
Khaled Badran, Pierre-Olivier Côté, Amanda Kolopanis +5
As machine learning (ML) systems get adopted in more critical areas, it has become increasingly crucial to address the bias that could occur in these systems. Several fairness pre-…
Not All Dependencies are Equal: An Empirical Study on Production Dependencies in NPM
Jasmine Latendresse, Suhaib Mujahid, Diego Elias Costa +1
Modern software systems are often built by leveraging code written by others in the form of libraries and packages to accelerate their development. While there are many benefits to…
Achievement Unlocked: A Case Study on Gamifying DevOps Practices in Industry
Patrick Ayoup, Diego Elias Costa, Emad Shihab
Gamification is the use of game elements such as points, leaderboards, and badges in a non-game context to encourage a desired behavior from individuals interacting with an environ…
Open Source Software: An Approach to Controlling Usage and Risk in Application Ecosystems
Stan Zajdel, Diego Elias Costa, Hafedh Mili
The Open Source Software movement has been growing exponentially for a number of years with no signs of slowing. Driving this growth is the widespread availability of libraries and…