An Efficient Batch Constrained Bayesian Optimization Approach for Analog
Circuit Synthesis via Multi-objective Acquisition Ensemble

An Efficient Batch Constrained Bayesian Optimization Approach for Analog Circuit Synthesis via Multi-objective Acquisition Ensemble

28 June 2021

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Papers citing "An Efficient Batch Constrained Bayesian Optimization Approach for Analog Circuit Synthesis via Multi-objective Acquisition Ensemble"

12 / 12 papers shown

Title
GLOVA: Global and Local Variation-Aware Analog Circuit Design with Risk-Sensitive Reinforcement Learning Dongjun Kim Junwoo Park Chaehyeon Shin Jaeheon Jung Kyungho Shin ... Sanghyuk Heo Woongrae Kim Inchul Jeong Joohwan Cho Jongsun Park 55 0 0 16 May 2025
Emerging ML-AI Techniques for Analog and RF EDA Zhengfeng Wu Ziyi Chen Nnaemeka Achebe Vaibhav V. Rao Pratik Shrestha Ioannis Savidis 22 0 0 12 May 2025
Supervised Learning for Analog and RF Circuit Design: Benchmarks and Comparative Insights Asal Mehradfar Xuzhe Zhao Yue Niu Sara Babakniya Mahdi Alesheikh Hamidreza Aghasi Salman Avestimehr 43 1 0 21 Jan 2025
Tiered Acquisition for Constrained Bayesian Optimization: An Application to Analog Circuits Ria Rashid Abhishek Gupta 70 0 0 23 Dec 2024
Algorithmic Contract Design with Reinforcement Learning Agents David Molina Concha Kyeonghyeon Park Hyun-Rok Lee Taesik Lee Chi-Guhn Lee 69 1 0 19 Aug 2024
KATO: Knowledge Alignment and Transfer for Transistor Sizing of Different Design and Technology Wei W. Xing Weijian Fan Zhuohua Liu Yuan Yao Yuanqi Hu 48 2 0 19 Apr 2024
A Preliminary Study on Accelerating Simulation Optimization with GPU Implementation Jinghai He Haoyu Liu Yuhang Wu Zeyu Zheng Tingyu Zhu 27 0 0 17 Apr 2024
Machine Learning Driven Global Optimisation Framework for Analog Circuit Design Ria Rashid Komala Krishna Clint Pazhayidam George N. Nambath 30 4 0 27 Feb 2024
Performance Evaluation of Evolutionary Algorithms for Analog Integrated Circuit Design Optimisation Ria Rashid Gopavaram Raghunath Vasant Badugu N. Nambath 21 6 0 19 Oct 2023
Scalable Bayesian optimization with high-dimensional outputs using randomized prior networks Mohamed Aziz Bhouri M. Joly Robert Yu S. Sarkar P. Perdikaris BDL UQCV AI4CE 79 1 0 14 Feb 2023
Batch Bayesian optimisation via density-ratio estimation with guarantees Rafael Oliveira Louis C. Tiao Fabio Ramos 109 7 0 22 Sep 2022
Recent Advances in Bayesian Optimization Xilu Wang Yaochu Jin Sebastian Schmitt Markus Olhofer 88 233 0 07 Jun 2022