research
∙
06/15/2020
FANOK: Knockoffs in Linear Time
We describe a series of algorithms that efficiently implement Gaussian m...
share
research
∙
08/17/2019
Implicit Deep Learning
We define a new class of "implicit" deep learning prediction rules that ...
research
∙
05/23/2019
Naive Feature Selection: Sparsity in Naive Bayes
Due to its linear complexity, naive Bayes classification remains an attr...
research
∙
11/20/2018
Fenchel Lifted Networks: A Lagrange Relaxation of Neural Network Training
Despite the recent successes of deep neural networks, the corresponding ...
research
∙
11/06/2018
Frank-Wolfe Algorithm for Exemplar Selection
In this paper, we consider the problem of selecting representatives from...
research
∙
06/18/2018
Kernel-based Outlier Detection using the Inverse Christoffel Function
Outlier detection methods have become increasingly relevant in recent ye...
research
∙
05/03/2018