44 citations · 44 across the 1 of their papers we have counts for
3 papers
Gamma-Nets: Generalizing Value Estimation over Timescale
Craig Sherstan, Shibhansh Dohare, James MacGlashan +2
We present -nets, a method for generalizing value function estimation over timescale. By using the timescale as one of the estimator's inputs we can estimate value for arbitrary…
Text Summarization using Abstract Meaning Representation
Shibhansh Dohare, Harish Karnick, Vivek Gupta
With an ever increasing size of text present on the Internet, automatic summary generation remains an important problem for natural language understanding. In this work we explore…
Variational Inference via Transformations on Distributions
Siddhartha Saxena, Shibhansh Dohare, Jaivardhan Kapoor
Variational inference methods often focus on the problem of efficient model optimization, with little emphasis on the choice of the approximating posterior. In this paper, we revie…