13 citations · 15 across the 3 of their papers we have counts for
3 papers
cs.LG2022★ 2 cited
Tensions Between the Proxies of Human Values in AI
Teresa Datta, Daniel Nissani, Max Cembalest +3
Motivated by mitigating potentially harmful impacts of technologies, the AI community has formulated and accepted mathematical definitions for certain pillars of accountability: e.…
cs.DS2020
Access-Adaptive Priority Search Tree
Haley Massa, Jeffrey Uhlmann
In this paper we introduce the notion of explicit worst-case bounded adaptive algorithms for applications with fixed process-completion requirements. Such applications demand that…
cs.CV2020★ 13 cited
An Empirical Analysis of the Impact of Data Augmentation on Knowledge Distillation
Deepan Das, Haley Massa, Abhimanyu Kulkarni +1
Generalization Performance of Deep Learning models trained using Empirical Risk Minimization can be improved significantly by using Data Augmentation strategies such as simple tran…