2 papers
stat.ML2020
Efficient MCMC Sampling for Bayesian Matrix Factorization by Breaking Posterior Symmetries
Saibal De, Hadi Salehi, Alex Gorodetsky
Bayesian low-rank matrix factorization techniques have become an essential tool for relational data analysis and matrix completion. A standard approach is to assign zero-mean Gauss…
cs.CE2020
Data-Driven Failure Prediction in Brittle Materials: A Phase-Field Based Machine Learning Framework
Eduardo A. Barros de Moraes, Hadi Salehi, Mohsen Zayernouri
Failure in brittle materials led by the evolution of micro- to macro-cracks under repetitive or increasing loads is often catastrophic with no significant plasticity to advert the…