5 citations · 7 across the 3 of their papers we have counts for
5 papers
Learning without gradient descent encoded by the dynamics of a neurobiological model
Vivek Kurien George, Vikash Morar, Weiwei Yang +6
The success of state-of-the-art machine learning is essentially all based on different variations of gradient descent algorithms that minimize some version of a cost or loss functi…
Inducing a hierarchy for multi-class classification problems
Hayden S. Helm, Weiwei Yang, Sujeeth Bharadwaj +5
In applications where categorical labels follow a natural hierarchy, classification methods that exploit the label structure often outperform those that do not. Un-fortunately, the…
Design of a Privacy-Preserving Data Platform for Collaboration Against Human Trafficking
Darren Edge, Weiwei Yang, Kate Lytvynets +4
Case records on victims of human trafficking are highly sensitive, yet the ability to share such data is critical to evidence-based practice and policy development across governmen…
Workgroup Mapping: Visual Analysis of Collaboration Culture
Darren Edge, Jonathan Larson, Nikolay Trandev +5
The digital transformation of work presents new opportunities to understand how informal workgroups organize around the dynamic needs of organizations, potentially in contrast to t…
Vertex Nomination, Consistent Estimation, and Adversarial Modification
Joshua Agterberg, Youngser Park, Jonathan Larson +3
Given a pair of graphs and and a vertex set of interest in , the vertex nomination (VN) problem seeks to find the corresponding vertices of interest in (if t…