32 citations · 35 across the 4 of their papers we have counts for
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cs.LG2020
Explainable Deep Modeling of Tabular Data using TableGraphNet
Gabriel Terejanu, Jawad Chowdhury, Rezaur Rashid +1
The vast majority of research on explainability focuses on post-explainability rather than explainable modeling. Namely, an explanation model is derived to explain a complex black…
cs.LG2019★ 1 cited
Approximate Sampling using an Accelerated Metropolis-Hastings based on Bayesian Optimization and Gaussian Processes
Asif J. Chowdhury, Gabriel Terejanu
Markov Chain Monte Carlo (MCMC) methods have a drawback when working with a target distribution or likelihood function that is computationally expensive to evaluate, specially when…