1 citations · 1 across the 3 of their papers we have counts for
3 papers
cs.LG2019
On weighted uncertainty sampling in active learning
Vinay Jethava
This note explores probabilistic sampling weighted by uncertainty in active learning. This method has been previously used and authors have tangentially remarked on its efficacy. T…
cs.LG2017★ 1 cited
Easy High-Dimensional Likelihood-Free Inference
Vinay Jethava, Devdatt Dubhashi
We introduce a framework using Generative Adversarial Networks (GANs) for likelihood--free inference (LFI) and Approximate Bayesian Computation (ABC) where we replace the black-box…
cs.LG2009
Extension of Path Probability Method to Approximate Inference over Time
Vinay Jethava
There has been a tremendous growth in publicly available digital video footage over the past decade. This has necessitated the development of new techniques in computer vision gear…