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Behrang Shafei
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2020 – today
- 2024
- [j6]Shiqiang Zhang
, Robert M. Lee, Behrang Shafei, David Walz, Ruth Misener
:
Dependence in constrained Bayesian optimization. Optim. Lett. 18(6): 1457-1473 (2024) - [i10]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 abs/2402.08406 (2024) - [i9]Ben Tu, Nikolas Kantas, Robert M. Lee, Behrang Shafei:
Random Pareto front surfaces. CoRR abs/2405.01404 (2024) - [i8]Ben Tu, Nikolas Kantas, Robert M. Lee, Behrang Shafei:
Scalarisation-based risk concepts for robust multi-objective optimisation. CoRR abs/2405.10221 (2024) - [i7]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 abs/2406.02352 (2024) - 2023
- [j5]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: 108194 (2023) - [i6]Ben Tu, Nikolas Kantas, Robert M. Lee, Behrang Shafei:
Multi-Objective Optimization Using the R2 Utility. CoRR abs/2305.11774 (2023) - [i5]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 abs/2312.00622 (2023) - 2022
- [c3]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 - [c2]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 - [c1]Ben Tu, Axel Gandy, Nikolas Kantas, Behrang Shafei:
Joint Entropy Search for Multi-Objective Bayesian Optimization. NeurIPS 2022 - [i4]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 abs/2202.00060 (2022) - [i3]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 abs/2207.00879 (2022) - [i2]Ben Tu, Axel Gandy, Nikolas Kantas, Behrang Shafei:
Joint Entropy Search for Multi-objective Bayesian Optimization. CoRR abs/2210.02905 (2022) - [i1]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 abs/2211.06149 (2022)
2010 – 2019
- 2014
- [j4]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): 1136-1148 (2014) - 2013
- [b1]Behrang Shafei:
Multi-class image segmentation via convex and biconvex optimization. University of Kaiserslautern, 2013, pp. 1-155 - [j3]René Ciak, Behrang Shafei, Gabriele Steidl:
Homogeneous Penalizers and Constraints in Convex Image Restoration. J. Math. Imaging Vis. 47(3): 210-230 (2013) - 2012
- [j2]Behrang Shafei, Gabriele Steidl:
Segmentation of images with separating layers by fuzzy c-means and convex optimization. J. Vis. Commun. Image Represent. 23(4): 611-621 (2012) - [j1]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): 3463-3471 (2012)
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last updated on 2024-08-05 20:15 CEST by the dblp team
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