32 citations · 35 across the 4 of their papers we have counts for
4 papers
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…
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…
A Multiple Filter Based Neural Network Approach to the Extrapolation of Adsorption Energies on Metal Surfaces for Catalysis Applications
Asif J. Chowdhury, Wenqiang Yang, Kareem E. Abdelfatah +3
Computational catalyst discovery involves the development of microkinetic reactor models based on estimated parameters determined from density functional theory (DFT). For complex…
Approximate Computational Approaches for Bayesian Sensor Placement in High Dimensions
Xiao Lin, Asif Chowdhury, Xiaofan Wang +1
Since the cost of installing and maintaining sensors is usually high, sensor locations are always strategically selected. For those aiming at inferring certain quantities of intere…