Liu, Tennison

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. TANGOS: Regularizing Tabular Neural Networks through Gradient Orthogonalization and Specialization
   2023/03/09 by Jeffares, Alan, Liu, Tennison, Crabbé, Jonathan +2 · 4 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
4. Practical Approaches for Fair Learning with Multitype and Multivariate Sensitive Attributes
   2022/11/11 by Tennison Liu, Alex Chan, Liu, Tennison +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)
5. 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
6. Automatically Learning Hybrid Digital Twins of Dynamical Systems
   2024/10/31 by Samuel Holt, Tennison Liu, Holt, Samuel +3 · 3 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
7. Epileptic Seizure Classification with Symmetric and Hybrid Bilinear Models
   2020/01/15 by Liu, Tennison, Truong, Nhan Duy, Nikpour, Armin +2 · 1 citation
   #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Signal Processing (eess.SP) #electronic engineering #information engineering
8. Decision Tree Induction Through LLMs via Semantically-Aware Evolution
   2025/03/18 by Liu, Tennison, Huynh, Nicolas, van der Schaar, Mihaela · 4 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
9. Truly Self-Improving Agents Require Intrinsic Metacognitive Learning
   2025/06/05 by Liu, Tennison, van der Schaar, Mihaela · 4 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
10. Active Task Disambiguation with LLMs
    2025/02/06 by Kobalczyk, Katarzyna, Astorga, Nicolas, Liu, Tennison +1 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)