11 citations · 27 across the 12 of their papers we have counts for
3 papers · 1 filter
A Study on Encodings for Neural Architecture Search
Colin White, Willie Neiswanger, Sam Nolen +1
Neural architecture search (NAS) has been extensively studied in the past few years. A popular approach is to represent each neural architecture in the search space as a directed a…
Intra-Processing Methods for Debiasing Neural Networks
Yash Savani, Colin White, Naveen Sundar Govindarajulu
As deep learning models become tasked with more and more decisions that impact human lives, such as criminal recidivism, loan repayment, and face recognition for law enforcement, b…
Exploring the Loss Landscape in Neural Architecture Search
Colin White, Sam Nolen, Yash Savani
Neural architecture search (NAS) has seen a steep rise in interest over the last few years. Many algorithms for NAS consist of searching through a space of architectures by iterati…