most citedLeveraging Active Subspaces to Capture Epistemic Model Uncertainty in Deep Generative Models for Molecular Design

2 citations · 2 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2025

Forward Target Propagation: A Forward-Only Approach to Global Error Credit Assignment via Local Losses

Nazmus Saadat As-Saquib, A N M Nafiz Abeer, Hung-Ta Chien +3

Training neural networks has traditionally relied on backpropagation (BP), a gradient-based algorithm that, despite its widespread success, suffers from key limitations in both bio…

cs.LG2024★ 2 cited

Leveraging Active Subspaces to Capture Epistemic Model Uncertainty in Deep Generative Models for Molecular Design

A N M Nafiz Abeer, Sanket Jantre, Nathan M Urban +1

Deep generative models have been accelerating the inverse design process in material and drug design. Unlike their counterpart property predictors in typical molecular design frame…