Amin Nayebi

A Framework for Bayesian Optimization in Embedded Subspaces

Amin Nayebi, Alexander Munteanu, Matthias Poloczek · International Conference on Machine Learning · 2019 · 57 citations

Large-scale Global Optimization, Engineering, Bayesian Optimization +4

WindowSHAP: An efficient framework for explaining time-series classifiers based on Shapley values

Amin Nayebi, Sindhu Tipirneni, Chandan K. Reddy et al. · Journal of Biomedical Informatics · 2023 · 35 citations · Full text

Engineering, Machine Learning, Machine Learning Tool +17

A self-supervised learning-based approach to clustering multivariate time-series data with missing values (SLAC-Time): An application to TBI phenotyping

Hamid Ghaderi, Brandon Foreman, Amin Nayebi et al. · Journal of Biomedical Informatics · 2023 · 17 citations · Full text

Tbi Phenotyping, Engineering, Data Science +9

Predicting Failure of Noninvasive Respiratory Support Using Deep Recurrent Learning

Patrick Essay, Jarrod Mosier, Amin Nayebi et al. · Respiratory Care · 2022 · 12 citations · Full text