Seyede Fatemeh Ghoreishi

MFBO-SSM: Multi-Fidelity Bayesian Optimization for Fast Inference in State-Space Models

Mahdi Imani, Seyede Fatemeh Ghoreishi, Douglas Allaire et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2019 · 66 citations · Full text

Engineering, Machine Learning, Multi-fidelity Bayesian Optimization +18

Bayesian Control of Large MDPs with Unknown Dynamics in Data-Poor Environments

Mahdi Imani, Seyede Fatemeh Ghoreishi, Ulisses Braga-Neto · Neural Information Processing Systems · 2018 · 62 citations

Artificial Intelligence, Bayesian Decision Theory, Unknown Dynamics +21

Scalable Inverse Reinforcement Learning Through Multifidelity Bayesian Optimization

Mahdi Imani, Seyede Fatemeh Ghoreishi · IEEE Transactions on Neural Networks and Learning Systems · 2021 · 58 citations

Artificial Intelligence, Engineering, Machine Learning +16

Bayesian Optimization Objective-Based Experimental Design

Mahdi Imani, Seyede Fatemeh Ghoreishi · 2020 · 57 citations

Engineering, Bayesian Optimization, Uncertainty Quantification +14

Bayesian Optimization for Efficient Design of Uncertain Coupled Multidisciplinary Systems

Seyede Fatemeh Ghoreishi, Mahdi Imani · 2020 · 27 citations

Large-scale Global Optimization, Engineering, Multidisciplinary Design Optimization +22