Tennison Liu

1. Large Language Models to Enhance Bayesian Optimization
   2024/02/06 by Tennison Liu, Liu, Tennison, Nicolás Astorga +5 · 28 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Natural Language Processing Techniques #Topic Modeling
2. Autoformulation of Mathematical Optimization Models Using LLMs
   2024/11/03 by Nicolás Astorga, Astorga, Nicolás, Tennison Liu +5 · 12 citations
   Engineering · #Advanced Control Systems Optimization #FOS: Computer and information sciences #Machine Learning (cs.LG) #Manufacturing Process and Optimization
3. Practical Approaches for Fair Learning with Multitype and Multivariate Sensitive Attributes
   2022/11/11 by Tennison Liu, Liu, Tennison, Alex Chan +5 · 2 citations
   Social Sciences · #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
4. Joint Training of Deep Ensembles Fails Due to Learner Collusion
   2023/01/26 by Alan Jeffares, Tennison Liu, Jeffares, Alan +5 · 2 citations
   Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
5. Automatically Learning Hybrid Digital Twins of Dynamical Systems
   2024/10/31 by Samuel Holt, Holt, Samuel, Tennison Liu +3 · 3 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications