no code implementations • 9 Apr 2024 • Ekansh Sharma, Devin Kwok, Tom Denton, Daniel M. Roy, David Rolnick, Gintare Karolina Dziugaite
In contrast, the claim "strong linear connectivity"-that for each network, there exists one permutation that simultaneously connects it with the other networks-is both intuitively and practically more desirable.
1 code implementation • 6 Dec 2017 • Victor Veitch, Ekansh Sharma, Zacharie Naulet, Daniel M. Roy
A variety of machine learning tasks---e. g., matrix factorization, topic modelling, and feature allocation---can be viewed as learning the parameters of a probability distribution over bipartite graphs.
1 code implementation • 5 Dec 2017 • Zacharie Naulet, Ekansh Sharma, Victor Veitch, Daniel M. Roy
Graphex processes resolve some pathologies in traditional random graph models, notably, providing models that are both projective and allow sparsity.
Statistics Theory Statistics Theory Primary 62F10, secondary 60G55, 60G70
no code implementations • 4 Dec 2016 • Lauren Erdman, Ekansh Sharma, Eva Unternahrer, Shantala Hari Dass, Kieran ODonnell, Sara Mostafavi, Rachel Edgar, Michael Kobor, Helene Gaudreau, Michael Meaney, Anna Goldenberg
More than two thirds of mental health problems have their onset during childhood or adolescence.