Seyede Fatemeh Ghoreishi

According to our database, Seyede Fatemeh Ghoreishi authored at least 18 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Optimal Recursive Expert-Enabled Inference in Regulatory Networks.

Amirhossein Ravari, Seyede Fatemeh Ghoreishi, Mahdi Imani

IEEE Control. Syst. Lett., 2023

2022

Graph-Based Bayesian Optimization for Large-Scale Objective-Based Experimental Design.

Mahdi Imani, Seyede Fatemeh Ghoreishi

IEEE Trans. Neural Networks Learn. Syst., 2022

Two-Stage Bayesian Optimization for Scalable Inference in State-Space Models.

Mahdi Imani, Seyede Fatemeh Ghoreishi

IEEE Trans. Neural Networks Learn. Syst., 2022

Scalable Inverse Reinforcement Learning Through Multifidelity Bayesian Optimization.

Mahdi Imani, Seyede Fatemeh Ghoreishi

IEEE Trans. Neural Networks Learn. Syst., 2022

Bayesian Optimization for Expensive Smooth-Varying Functions.

Mahdi Imani, Mohsen Imani, Seyede Fatemeh Ghoreishi

IEEE Intell. Syst., 2022

Optimal Bayesian Biomarker Selection for Gene Regulatory Networks under Regulatory Model Uncertainty.

Mahdi Imani, Mohsen Imani, Seyede Fatemeh Ghoreishi

Proceedings of the American Control Conference, 2022

Input Distribution Estimation in Dynamic Coupled Multidisciplinary Systems.

Negar Asadi, Seyede Fatemeh Ghoreishi

Proceedings of the 56th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2022, Pacific Grove, CA, USA, October 31, 2022

2021

Bayesian Surrogate Learning for Uncertainty Analysis of Coupled Multidisciplinary Systems.

Seyede Fatemeh Ghoreishi, Mahdi Imani

J. Comput. Inf. Sci. Eng., 2021

Physics-Informed Modeling and Control of Multi-Actuator Soft Catheter Robots.

Seyede Fatemeh Ghoreishi, Ryan D. Sochol, Dheeraj Gandhi, Axel Krieger, Mark D. Fuge

Frontiers Robotics AI, 2021

Optimal Finite-Horizon Perturbation Policy for Inference of Gene Regulatory Networks.

Mahdi Imani, Seyede Fatemeh Ghoreishi

IEEE Intell. Syst., 2021

Adaptive Real-Time Filter for Partially-Observed Boolean Dynamical Systems.

Mahdi Imani, Seyede Fatemeh Ghoreishi

Proceedings of the IEEE International Conference on Acoustics, 2021

Partially-Observed Discrete Dynamical Systems.

Mahdi Imani, Seyede Fatemeh Ghoreishi

Proceedings of the 2021 American Control Conference, 2021

2020

Bayesian Optimization Objective-Based Experimental Design.

Mahdi Imani, Seyede Fatemeh Ghoreishi

Proceedings of the 2020 American Control Conference, 2020

Bayesian Optimization for Efficient Design of Uncertain Coupled Multidisciplinary Systems.

Seyede Fatemeh Ghoreishi, Mahdi Imani

Proceedings of the 2020 American Control Conference, 2020

2019

Sequential Information-Theoretic and Reification-Based Approach for Querying Multi-Information Sources.

Seyede Fatemeh Ghoreishi, W. D. Thomison, Douglas L. Allaire

J. Aerosp. Inf. Syst., December, 2019

Offline Fault Detection in Gene Regulatory Networks using Next-Generation Sequencing Data.

Seyede Fatemeh Ghoreishi, Mahdi Imani

Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019

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

Mahdi Imani, Seyede Fatemeh Ghoreishi, Douglas L. Allaire, Ulisses M. Braga-Neto

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

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

Mahdi Imani, Seyede Fatemeh Ghoreishi, Ulisses M. Braga-Neto

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018