Qing, Jixiang
- \PF\2ES: Parallel Feasible Pareto Frontier Entropy Search for Multi-Objective Bayesian Optimization
2022/04/11 by Jixiang Qing, Henry B. Moss, Qing, Jixiang +5 · 2 citations
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Advanced Multi-Objective Optimization Algorithms #FOS: Computer and information sciences #FOS: Mathematics #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Optimization and Control (math.OC)
- Trieste: Efficiently Exploring The Depths of Black-box Functions with TensorFlow
2023/02/16 by Victor Picheny, Picheny, Victor, Joel Berkeley +29 · 1 citation
Computer Science · #Gaussian Processes and Bayesian Inference #Advanced Neural Network Applications #Machine Learning and Data Classification
- BoGrape: Bayesian optimization over graphs with shortest-path encoded
2025/03/07 by Xie, Yilin, Zhang, Shiqiang, Qing, Jixiang +2 · 3 citations
#FOS: Mathematics #Optimization and Control (math.OC)
- System-Aware Neural ODE Processes for Few-Shot Bayesian Optimization
2024/06/04 by Jixiang Qing, Qing, Jixiang, Becky D. Langdon +11 · 1 citation
Engineering · #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG)
- The Catechol Benchmark: Time-series Solvent Selection Data for Few-shot Machine Learning
2025/06/09 by Toby Boyne, Boyne, Toby, Juan S. Campos +25 · 2 citations
Computer Science · Engineering · Materials Science · #FOS: Biological sciences #FOS: Computer and information sciences #Innovative Microfluidic and Catalytic Techniques Innovation #Machine Learning (cs.LG) #Machine Learning and Data Classification #Machine Learning in Materials Science #Quantitative Methods (q-bio.QM)