Search Results for author: Anirudh Suresh

Found 2 papers, 1 papers with code

A Survey on Evaluation Metrics for Synthetic Material Micro-Structure Images from Generative Models

no code implementations3 Nov 2022 Devesh Shah, Anirudh Suresh, Alemayehu Admasu, Devesh Upadhyay, Kalyanmoy Deb

The evaluation of synthetic micro-structure images is an emerging problem as machine learning and materials science research have evolved together.

Output-Constrained Bayesian Neural Networks

1 code implementation15 May 2019 Wanqian Yang, Lars Lorch, Moritz A. Graule, Srivatsan Srinivasan, Anirudh Suresh, Jiayu Yao, Melanie F. Pradier, Finale Doshi-Velez

Bayesian neural network (BNN) priors are defined in parameter space, making it hard to encode prior knowledge expressed in function space.

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