2 papers
cs.LG2021
ELF: Exact-Lipschitz Based Universal Density Approximator Flow
Achintya Gopal
Normalizing flows have grown more popular over the last few years; however, they continue to be computationally expensive, making them difficult to be accepted into the broader mac…
cs.LG2021
Why Calibration Error is Wrong Given Model Uncertainty: Using Posterior Predictive Checks with Deep Learning
Achintya Gopal
Within the last few years, there has been a move towards using statistical models in conjunction with neural networks with the end goal of being able to better answer the question,…