Behrang Shafei

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 15

Top Venues

CoRR

NeurIPS

J. Vis. Commun. Image Represent.

Optim. Lett.

University of Kaiserslautern (PHD)

Education History

University of Kaiserslautern

PHD

Publications

Jose Pablo Folch, Calvin Tsay, Robert M. Lee, Behrang Shafei, Weronika Ormaniec, Andreas Krause, Mark van der Wilk, Ruth Misener, Mojmír Mutný
Transition Constrained Bayesian Optimization via Markov Decision Processes. CoRR (2024)
Shiqiang Zhang, Robert M. Lee, Behrang Shafei, David Walz, Ruth Misener
Dependence in constrained Bayesian optimization. Optim. Lett. 18 (6) (2024)
Ben Tu, Nikolas Kantas, Robert M. Lee, Behrang Shafei
Random Pareto front surfaces. CoRR (2024)
Ben Tu, Nikolas Kantas, Robert M. Lee, Behrang Shafei
Scalarisation-based risk concepts for robust multi-objective optimisation. CoRR (2024)
Jixiang Qing, Becky D. Langdon, Robert M. Lee, Behrang Shafei, Mark van der Wilk, Calvin Tsay, Ruth Misener
System-Aware Neural ODE Processes for Few-Shot Bayesian Optimization. CoRR (2024)
Jose Pablo Folch, Robert M. Lee, Behrang Shafei, David Walz, Calvin Tsay, Mark van der Wilk, Ruth Misener
Combining multi-fidelity modelling and asynchronous batch Bayesian Optimization. Comput. Chem. Eng. 172 (2023)
Ben Tu, Nikolas Kantas, Robert M. Lee, Behrang Shafei
Multi-Objective Optimization Using the R2 Utility. CoRR (2023)
Jose Pablo Folch, James Odgers, Shiqiang Zhang, Robert M. Lee, Behrang Shafei, David Walz, Calvin Tsay, Mark van der Wilk, Ruth Misener
Practical Path-based Bayesian Optimization. CoRR (2023)
Ben Tu, Axel Gandy, Nikolas Kantas, Behrang Shafei
Joint Entropy Search for Multi-Objective Bayesian Optimization. NeurIPS (2022)
Jose Pablo Folch, Shiqiang Zhang, Robert M. Lee, Behrang Shafei, David Walz, Calvin Tsay, Mark van der Wilk, Ruth Misener
SnAKe: Bayesian Optimization with Pathwise Exploration. CoRR (2022)
Jose Pablo Folch, Shiqiang Zhang, Robert M. Lee, Behrang Shafei, David Walz, Calvin Tsay, Mark van der Wilk, Ruth Misener
SnAKe: Bayesian Optimization with Pathwise Exploration. NeurIPS (2022)
Jose Pablo Folch, Robert M. Lee, Behrang Shafei, David Walz, Calvin Tsay, Mark van der Wilk, Ruth Misener
Combining Multi-Fidelity Modelling and Asynchronous Batch Bayesian Optimization. CoRR (2022)
Ben Tu, Axel Gandy, Nikolas Kantas, Behrang Shafei
Joint Entropy Search for Multi-objective Bayesian Optimization. CoRR (2022)
Alexander Thebelt, Calvin Tsay, Robert M. Lee, Nathan Sudermann-Merx, David Walz, Behrang Shafei, Ruth Misener
Tree ensemble kernels for Bayesian optimization with known constraints over mixed-feature spaces. NeurIPS (2022)
Alexander Thebelt, Calvin Tsay, Robert M. Lee, Nathan Sudermann-Merx, David Walz, Behrang Shafei, Ruth Misener
Tree ensemble kernels for Bayesian optimization with known constraints over mixed-feature spaces. CoRR (2022)
Sung Ha Kang, Behrang Shafei, Gabriele Steidl
Supervised and transductive multi-class segmentation using p-Laplacians and RKHS methods. J. Vis. Commun. Image Represent. 25 (5) (2014)
René Ciak, Behrang Shafei, Gabriele Steidl
Homogeneous Penalizers and Constraints in Convex Image Restoration. J. Math. Imaging Vis. 47 (3) (2013)
Yanyan He, M. Yousuff Hussaini, Jianwei Ma, Behrang Shafei, Gabriele Steidl
A new fuzzy c-means method with total variation regularization for segmentation of images with noisy and incomplete data. Pattern Recognit. 45 (9) (2012)
Behrang Shafei, Gabriele Steidl
Segmentation of images with separating layers by fuzzy c-means and convex optimization. J. Vis. Commun. Image Represent. 23 (4) (2012)

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Publication Activity (10 Years)

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Behrang Shafei