3 citations · 3 across the 1 of their papers we have counts for
2 papers
cs.LG2019★ 3 cited
Causal Inference via Conditional Kolmogorov Complexity using MDL Binning
Daniel Goldfarb, Scott Evans
Recent developments have linked causal inference with Algorithmic Information Theory, and methods have been developed that utilize Conditional Kolmogorov Complexity to determine ca…
cs.LG2018
Understanding Deep Neural Networks Using Topological Data Analysis
Daniel Goldfarb
Deep neural networks (DNN) are black box algorithms. They are trained using a gradient descent back propagation technique which trains weights in each layer for the sole goal of mi…