Behrang Shafei

According to our database1, Behrang Shafei authored at least 17 papers between 2012 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

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Bibliography

2024
Dependence in constrained Bayesian optimization.
Optim. Lett., July, 2024

BoFire: Bayesian Optimization Framework Intended for Real Experiments.
CoRR, 2024

System-Aware Neural ODE Processes for Few-Shot Bayesian Optimization.
CoRR, 2024

Scalarisation-based risk concepts for robust multi-objective optimisation.
CoRR, 2024

Random Pareto front surfaces.
CoRR, 2024

Transition Constrained Bayesian Optimization via Markov Decision Processes.
CoRR, 2024

2023
Combining multi-fidelity modelling and asynchronous batch Bayesian Optimization.
Comput. Chem. Eng., April, 2023

Practical Path-based Bayesian Optimization.
CoRR, 2023

Multi-Objective Optimization Using the R2 Utility.
CoRR, 2023

2022
Joint Entropy Search for Multi-Objective Bayesian Optimization.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Tree ensemble kernels for Bayesian optimization with known constraints over mixed-feature spaces.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

SnAKe: Bayesian Optimization with Pathwise Exploration.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2014
Supervised and transductive multi-class segmentation using p-Laplacians and RKHS methods.
J. Vis. Commun. Image Represent., 2014

2013
Multi-class image segmentation via convex and biconvex optimization.
PhD thesis, 2013

Homogeneous Penalizers and Constraints in Convex Image Restoration.
J. Math. Imaging Vis., 2013

2012
A new fuzzy c-means method with total variation regularization for segmentation of images with noisy and incomplete data.
Pattern Recognit., 2012

Segmentation of images with separating layers by fuzzy c-means and convex optimization.
J. Vis. Commun. Image Represent., 2012


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