1 code implementation • TACL 2017 • Ryan J. Gallagher, Kyle Reing, David Kale, Greg Ver Steeg
While generative models such as Latent Dirichlet Allocation (LDA) have proven fruitful in topic modeling, they often require detailed assumptions and careful specification of hyperparameters.
1 code implementation • ICML 2020 • Hrayr Harutyunyan, Kyle Reing, Greg Ver Steeg, Aram Galstyan
In the presence of noisy or incorrect labels, neural networks have the undesirable tendency to memorize information about the noise.
1 code implementation • 7 Jun 2016 • Greg Ver Steeg, Shuyang Gao, Kyle Reing, Aram Galstyan
Measuring the relationship between any pair of variables is a rich and active area of research that is central to scientific practice.
no code implementations • 22 Jun 2016 • Kyle Reing, David C. Kale, Greg Ver Steeg, Aram Galstyan
Many predictive tasks, such as diagnosing a patient based on their medical chart, are ultimately defined by the decisions of human experts.