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1

MOSTAR: Multi-Stage Hierarchical Bayesian Optimization for Substructure-Aware High-Dimensional Analog Circuit Sizing
Fan, Weijian ; Zhang, Haoyi ; Lin, Weibin ; et al.
2026 31st Asia and South Pacific Design Automation Conference (ASP-DAC) Design Automation Conference (ASP-DAC), 2026 31st Asia and South Pacific. :653-659 Jan, 2026

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2

Φ-BO: Physics-Informed Bayesian Optimization for Multi-Port Decoupling Capacitor Placement in 2.5-D Chiplets
Wang, Quansen ; Lin, Yuchuan ; Liu, Zhuohua ; et al.
2026 31st Asia and South Pacific Design Automation Conference (ASP-DAC) Design Automation Conference (ASP-DAC), 2026 31st Asia and South Pacific. :1070-1076 Jan, 2026

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3

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4

A Novel Evolutionary Bayesian Optimization Algorithm Based on Decomposition for Expensive Constrained Multiobjective Optimization Problems
Zhang, Z. ; Wang, Y. ; Sun, G. ; et al.
IEEE Transactions on Systems, Man, and Cybernetics: Systems IEEE Trans. Syst. Man Cybern, Syst. Systems, Man, and Cybernetics: Systems, IEEE Transactions on. 56(2):945-957 Feb, 2026

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5

Dual-Level Bayesian Predictive Modeling of Biological Nitrogen Fixation: The Effect of TPE Bayesian Optimization on Stacked Model Performance
Bomgni, Alain Bertrand ; Wakam, Dilane Sagueu ; Ceskoutse, Ribot Fleury Tene ; et al.
2025 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) Bioinformatics and Biomedicine (BIBM), 2025 IEEE International Conference on. :7525-7531 Dec, 2025

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6

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7

Automated Broadband Outphasing Power Amplifier Design via Genetic Bayesian Multiobjective Optimization
Gu, H. ; Wang, W. ; Shen, X. ; et al.
IEEE Microwave and Wireless Technology Letters IEEE Microw. Wireless Tech. Lett. Microwave and Wireless Technology Letters, IEEE. 36(3):423-426 Mar, 2026

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8

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9

Multi-Source Localization Based on Graph Representation Learning and Bayesian Optimization
Zhou, Z. ; Wang, Y. ; Zhai, Q. ; et al.
IEEE Transactions on Network Science and Engineering IEEE Trans. Netw. Sci. Eng. Network Science and Engineering, IEEE Transactions on. 13:4815-4832 2026

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10

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11

Parametric Source-Mask Optimization Using Hybrid Gradient Descent and Bayesian Optimization
Joglekar, Radhika ; Kumar, Pardeep ; Mohapatra, Nihar Ranjan
2025 IEEE 7th International Conference on Emerging Electronics (ICEE) Emerging Electronics (ICEE), 2025 IEEE 7th International Conference on. :1-4 Dec, 2025

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12

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13

Blockchain Throughput Optimization under Computational Constraints: Bayesian Optimization Study on Acquisition Functions
Yanovich, Yury ; Gatiyatullin, Ernest ; Prikhno, Mark ; et al.
2025 XIХ International Symposium on Problems of Redundancy in Information and Control Systems (Redundancy) Problems of Redundancy in Information and Control Systems (Redundancy), 2025 XIХ International Symposium on. :1-6 Nov, 2025

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14

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15

The Initialization Effect: Refining Bayesian Optimization for Circuit Design
James, A. ; Kong, Z.H. ; Ata, S.K. ; et al.
IEEE Transactions on Circuits and Systems for Artificial Intelligence IEEE Trans. Circuits Syst. Artif. Intel. Circuits and Systems for Artificial Intelligence, IEEE Transactions on. 3(1):38-47 Feb, 2026

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16

Multi-Fidelity Bayesian Optimization for Nash Equilibria With Black-Box Utilities
Zhang, Y. ; Simeone, O. ; Poor, H.V.
IEEE Transactions on Signal Processing IEEE Trans. Signal Process. Signal Processing, IEEE Transactions on. 74:1015-1029 2026

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17

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18

An Optimized DenseNet-201 Model in Classifying Cocoa Pod Maturity using Bayesian Optimization
Tupas, Hermoso J. ; Sison, Ariel M. ; Medina, Ruji P.
2025 International Conference on Computer and Applications (ICCA) Computer and Applications (ICCA), 2025 International Conference on. :1-6 Dec, 2025

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19

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20

Bayesian Optimization of YOLO and Faster RCNN for Enhanced Trichotillomania Classification
Leonen, Jeffrey T. ; Gerardo, Bobby D.
2025 IEEE 17th International Conference on Computational Intelligence and Communication Networks (CICN) Computational Intelligence and Communication Networks (CICN), 2025 IEEE 17th International Conference on. :1300-1304 Dec, 2025

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