2 citations · 2 across the 1 of their papers we have counts for
3 papers
cs.LG2019
Data preprocessing to mitigate bias: A maximum entropy based approach
L. Elisa Celis, Vijay Keswani, Nisheeth K. Vishnoi
Data containing human or social attributes may over- or under-represent groups with respect to salient social attributes such as gender or race, which can lead to biases in downstr…
cs.DS2018
On Geodesically Convex Formulations for the Brascamp-Lieb Constant
Nisheeth K. Vishnoi, Ozan Yildiz
We consider two non-convex formulations for computing the optimal constant in the Brascamp-Lieb inequality corresponding to a given datum, and show that they are geodesically log-c…
cs.NE2017★ 2 cited
Energy Saving Additive Neural Network
Arman Afrasiyabi, Ozan Yildiz, Baris Nasir +2
In recent years, machine learning techniques based on neural networks for mobile computing become increasingly popular. Classical multi-layer neural networks require matrix multipl…