Adam X. Yang

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 8

Top Topics

Rank Minimization

Matrix Completion

Top Venues

Publications

Adam X. Yang, Maxime Robeyns, Xi Wang, Laurence Aitchison
Bayesian Low-rank Adaptation for Large Language Models. ICLR (2024)
Zhengyan Shi, Adam X. Yang, Bin Wu, Laurence Aitchison, Emine Yilmaz, Aldo Lipani
Instruction Tuning With Loss Over Instructions. CoRR (2024)
Adam X. Yang, Maxime Robeyns, Thomas Coste, Jun Wang, Haitham Bou-Ammar, Laurence Aitchison
Bayesian Reward Models for LLM Alignment. CoRR (2024)
Adam X. Yang, Maxime Robeyns, Edward Milsom, Ben Anson, Nandi Schoots, Laurence Aitchison
A theory of representation learning gives a deep generalisation of kernel methods. ICML (2023)
Adam X. Yang, Maxime Robeyns, Xi Wang, Laurence Aitchison
Bayesian low-rank adaptation for large language models. CoRR (2023)
Adam X. Yang, Laurence Aitchison, Henry B. Moss
MONGOOSE: Path-wise Smooth Bayesian Optimisation via Meta-learning. CoRR (2023)
Laurence Aitchison, Adam X. Yang, Sebastian W. Ober
Deep Kernel Processes. ICML (2021)
Laurence Aitchison, Adam X. Yang, Sebastian W. Ober
Deep kernel processes. CoRR (2020)