2 papers
cs.LG2022
Continuous Depth Recurrent Neural Differential Equations
Srinivas Anumasa, Geetakrishnasai Gunapati, P. K. Srijith
Recurrent neural networks (RNNs) have brought a lot of advancements in sequence labeling tasks and sequence data. However, their effectiveness is limited when the observations in t…
astro-ph.IM2018
Variational Inference as an alternative to MCMC for parameter estimation and model selection
Geetakrishnasai Gunapati, Anirudh Jain, P. K. Srijith +1
Most applications of Bayesian Inference for parameter estimation and model selection in astrophysics involve the use of Monte Carlo techniques such as Markov Chain Monte Carlo (MCM…