18 citations · 19 across the 2 of their papers we have counts for
2 papers
physics.geo-ph2023★ 1 cited
Bayesian tomography using polynomial chaos expansion and deep generative networks
Giovanni Angelo Meles, Macarena Amaya, Shiran Levy +2
Implementations of Markov chain Monte Carlo (MCMC) methods need to confront two fundamental challenges: accurate representation of prior information and efficient evaluation of lik…
cs.LG2021★ 18 cited
Dimensionality Reduction for Categorical Data
Debajyoti Bera, Rameshwar Pratap, Bhisham Dev Verma
Categorical attributes are those that can take a discrete set of values, e.g., colours. This work is about compressing vectors over categorical attributes to low-dimension discrete…