A Tutorial on Bayesian Optimization

8 July 2018

Papers citing "A Tutorial on Bayesian Optimization"

50 / 718 papers shown

Title
Automated Design Optimization via Strategic Search with Large Language Models Anthony Carreon Vansh Sharma Venkat Raman 8 0 0 27 Nov 2025
When AI Bends Metal: AI-Assisted Optimization of Design Parameters in Sheet Metal Forming Ahmad Tarraf Koutaiba Kassem-Manthey Seyed Ali Mohammadi Philipp Martin Lukas Moj Semih Burak Enju Park Christian Terboven Felix Wolf AI4CE 11 0 0 27 Nov 2025
Skewness-Robust Causal Discovery in Location-Scale Noise Models Daniel Klippert Alexander Marx CML 145 0 0 18 Nov 2025
FxSearcher: gradient-free text-driven audio transformation Hojoon Ki Jongsuk Kim Minchan Kwon Junmo Kim 95 0 0 18 Nov 2025
Function-on-Function Bayesian Optimization Jingru Huang Haijie Xu Manrui Jiang Chen Zhang 36 0 0 16 Nov 2025
Bayesian--AI Fusion for Epidemiological Decision Making: Calibrated Risk, Honest Uncertainty, and Hyperparameter Intelligence Debashis Chatterjee 56 0 0 15 Nov 2025
$Re$^{\text{2}}$MaP: Macro Placement by Recursively Prototyping and Packing Tree-based Relocating$ Re $^{\text{2}}$ MaP: Macro Placement by Recursively Prototyping and Packing Tree-based RelocatingIEEE Transactions on Artificial Intelligence (IEEE TAI), 2024 Yunqi Shi Xi Lin Zhiang Wang Siyuan Xu Shixiong Kai ... Chengrui Gao Ke Xue Mingxuan Yuan Chao Qian Zhi Zhou 58 0 0 11 Nov 2025
Intelligent Optimization of Multi-Parameter Micromixers Using a Scientific Machine Learning Framework Meraj Hassanzadeh Ehsan Ghaderi Mohamad Ali Bijarchi Siamak Kazemzadeh Hannani 64 0 0 10 Nov 2025
Deep Reinforcement Learning for Dynamic Origin-Destination Matrix Estimation in Microscopic Traffic Simulations Considering Credit Assignment Donggyu Min Seongjin Choi Dong-Kyu Kim 36 0 0 09 Nov 2025
Parametric Pareto Set Learning for Expensive Multi-Objective Optimization Ji Cheng Bo Xue Qingfu Zhang 91 0 0 08 Nov 2025
CoT-X: An Adaptive Framework for Cross-Model Chain-of-Thought Transfer and Optimization Ziqian Bi Kaijie Chen Tianyang Wang Junfeng Hao Xinyuan Song Xinyuan Song LRM 56 0 0 07 Nov 2025
AnaFlow: Agentic LLM-based Workflow for Reasoning-Driven Explainable and Sample-Efficient Analog Circuit Sizing Mohsen Ahmadzadeh Kaichang Chen Georges Gielen 60 1 0 05 Nov 2025
Provable Accelerated Bayesian Optimization with Knowledge Transfer Haitao Lin Boxin Zhao Mladen Kolar Chong Liu 108 0 0 05 Nov 2025
Bayesian Optimization on Networks Wenwen Li D. Sanz-Alonso Ruiyi Yang 80 0 0 31 Oct 2025
PRESTO: Preimage-Informed Instruction Optimization for Prompting Black-Box LLMs Jaewon Chu S. Lee H. Kim 75 0 0 29 Oct 2025
Conformational Rank Conditioned Committees for Machine Learning-Assisted Directed Evolution Mia Adler Carrie Liang Brian Peng Oleg Presnyakov Justin M. Baker Jannelle Lauffer Himani Sharma Barry Merriman 28 0 0 28 Oct 2025
Bayes-Split-Edge: Bayesian Optimization for Constrained Collaborative Inference in Wireless Edge Systems Fatemeh Zahra Safaeipour Jacob Chakareski Morteza Hashemi 64 1 0 27 Oct 2025
Bayesian Nonlinear PDE Inference via Gaussian Process Collocation with Application to the Richards Equation Yumo Yang Anass Ben Bouazza Xuejun Dong Quan Zhou 52 0 0 27 Oct 2025
Informed Initialization for Bayesian Optimization and Active Learning Carl Hvarfner David Eriksson E. Bakshy Max Balandat AI4CE 126 0 0 27 Oct 2025
BBOPlace-Bench: Benchmarking Black-Box Optimization for Chip Placement Ke Xue Ruo-Tong Chen Rong-Xi Tan Xi Lin Yunqi Shi Siyuan Xu Mingxuan Yuan Chao Qian 100 1 0 27 Oct 2025
Leveraging semantic similarity for experimentation with AI-generated treatments Lei Shi David Arbour Raghavendra Addanki Ritwik Sinha Avi Feller 104 0 0 24 Oct 2025
Sample-Based Hybrid Mode Control: Asymptotically Optimal Switching of Algorithmic and Non-Differentiable Control Modes Yilang Liu Haoxiang You Ian Abraham 68 0 0 21 Oct 2025
BO4Mob: Bayesian Optimization Benchmarks for High-Dimensional Urban Mobility Problem Seunghee Ryu Donghoon Kwon Seongjin Choi Aryan Deshwal Seungmo Kang Carolina Osorio 84 0 0 21 Oct 2025
LILO: Bayesian Optimization with Interactive Natural Language Feedback Katarzyna Kobalczyk Zhiyuan Jerry Lin Benjamin Letham Zhuokai Zhao Maximilian Balandat E. Bakshy 88 1 0 20 Oct 2025
Synergizing chemical and AI communities for advancing laboratories of the future Saejin Oh X. Fang I-Hsin Lin Paris Dee Christopher S. Dunham Stacy M. Copp Abigail G. Doyle Javier Read de Alaniz Mengyang Gu AI4CE 122 0 0 18 Oct 2025
ARCO-BO: Adaptive Resource-aware COllaborative Bayesian Optimization for Heterogeneous Multi-Agent Design Z. Wang Yi-Ping Chen Tuba Dolar Wei Chen 43 0 0 18 Oct 2025
Nonlinear Dimensionality Reduction Techniques for Bayesian Optimization Luo Long Coralia Cartis Paz Fink Shustin BDL 91 0 0 17 Oct 2025
Enhancing Time-Series Anomaly Detection by Integrating Spectral-Residual Bottom-Up Attention with Reservoir Computing Hayato Nihei S. Nobukawa Yusuke Sakemi Kazuyuki Aihara AI4TS 108 0 0 16 Oct 2025
MRI Brain Tumor Detection with Computer Vision Jack Krolik Jake Lynn John Henry Rudden Dmytro Vremenko 52 0 0 11 Oct 2025
Human-in-the-loop Optimisation in Robot-assisted Gait Training Andreas Christou Andreas Sochopoulos Elliot Lister S. Vijayakumar 36 0 0 07 Oct 2025
Bilevel optimization for learning hyperparameters: Application to solving PDEs and inverse problems with Gaussian processes Nicholas H. Nelsen H. Owhadi Andrew M. Stuart Xianjin Yang Zongren Zou 106 0 0 07 Oct 2025
Counterfactual Credit Guided Bayesian Optimization Qiyu Wei Haowei Wang Richard Allmendinger Mauricio A Álvarez 80 0 0 06 Oct 2025
Performance-guided Task-specific Optimization for Multirotor Design Etor Arza Welf Rehberg Philipp Weiss Mihir Kulkarni Kostas Alexis 109 0 0 06 Oct 2025
Combining Large Language Models and Gradient-Free Optimization for Automatic Control Policy Synthesis Carlo Bosio Matteo Guarrera Alberto L. Sangiovanni-Vincentelli Mark W. Mueller 76 1 0 01 Oct 2025
ACE: Adapting sampling for Counterfactual Explanations Margarita A. Guerrero Cristian R. Rojas 90 1 0 30 Sep 2025
DeepScientist: Advancing Frontier-Pushing Scientific Findings Progressively Yixuan Weng Minjun Zhu Qiujie Xie Qiyao Sun Zhen Lin Sifan Liu Yue Zhang LLMAG 129 4 0 30 Sep 2025
Meta-Learning Theory-Informed Inductive Biases using Deep Kernel Gaussian Processes Bahti Zakirov Gašper Tkačik BDL 110 0 0 29 Sep 2025
Quantile-Scaled Bayesian Optimization Using Rank-Only Feedback Tunde Fahd Egunjobi 64 0 0 28 Sep 2025
BOSfM: A View Planning Framework for Optimal 3D Reconstruction of Agricultural Scenes Athanasios Bacharis Konstantinos D. Polyzos G. Giannakis Nikolaos Papanikolopoulos 100 0 0 28 Sep 2025
BioBO: Biology-informed Bayesian Optimization for Perturbation Design Yanke Li Tianyu Cui Tommaso Mansi Mangal Prakash Rui Liao 104 0 0 24 Sep 2025
Adaptive Kernel Design for Bayesian Optimization Is a Piece of CAKE with LLMs Richard Cornelius Suwandi Feng Yin Juntao Wang Renjie Li Tsung-Hui Chang Sergios Theodoridis BDL 148 1 0 22 Sep 2025
Deep Gaussian Process-based Cost-Aware Batch Bayesian Optimization for Complex Materials Design Campaigns Sk Md Ahnaf Akif Alvi Brent Vela V. Attari Jan Janssen Danny Perez D. Allaire Raymundo Arroyave 88 0 0 17 Sep 2025
Adaptive Token Merging for Efficient Transformer Semantic Communication at the Edge Omar Erak Omar Alhussein H. Abou-zeid Mehdi Bennis Sami Muhaidat 89 2 0 12 Sep 2025
Adaptive Pareto-Optimal Token Merging for Edge Transformer Models in Semantic Communication Omar Erak Omar Alhussein H. Abou-zeid Mehdi Bennis 115 1 0 11 Sep 2025
Dimensionally Reduced Open-World Clustering: DROWCULA Erencem Ozbey Dimitrios I. Diochnos 84 0 0 08 Sep 2025
FoMEMO: Towards Foundation Models for Expensive Multi-objective Optimization Yiming Yao Fei Liu Liang Zhao Xi Lin Qingfu Zhang 128 0 0 03 Sep 2025
Aligning Reasoning LLMs for Materials Discovery with Physics-aware Rejection Sampling Lee Hyun Sohee Yoon Jinwoo Park Sue In Chae Seongeon Park ... Myeonginn Kang Myeonginn Kang Jina Kim Ho-Gyeong Kim Myeonghun Jeong LRM 106 0 0 31 Aug 2025
NOSTRA: A noise-resilient and sparse data framework for trust region based multi objective Bayesian optimization Maryam Ghasemzadeh Anton van Beek 80 0 0 22 Aug 2025
Cooperative Design Optimization through Natural Language InteractionACM Symposium on User Interface Software and Technology (UIST), 2025 Ryogo Niwa Shigeo Yoshida Yuki Koyama Yoshitaka Ushiku 132 2 0 22 Aug 2025
Language-Guided Tuning: Enhancing Numeric Optimization with Textual Feedback Yuxing Lu Yucheng Hu Nan Sun Xukai Zhao 72 1 0 21 Aug 2025