基本信息
浏览量:69
职业迁徙
个人简介
I am a PhD candidate in the Computational and Biological Learning lab at the University of Cambridge, supervised by Dr Richard E Turner and advised by Prof Carl Rasmussen. I am interested in designing algorithms for large-scale machine learning systems that learn sequentially without revisiting past data, are private over user data, and are uncertainty-aware.
I use probabilistic methods, and have focussed on approximate Bayesian inference techniques, usually variational inference. My research scales these techniques to large Bayesian neural network models, and applies these to the continual learning (/lifelong learning) and federated learning problems.
I use probabilistic methods, and have focussed on approximate Bayesian inference techniques, usually variational inference. My research scales these techniques to large Bayesian neural network models, and applies these to the continual learning (/lifelong learning) and federated learning problems.
研究兴趣
论文共 21 篇作者统计合作学者相似作者
按年份排序按引用量排序主题筛选期刊级别筛选合作者筛选合作机构筛选
时间
引用量
主题
期刊级别
合作者
合作机构
CoRR (2024): 1482-1491
引用0浏览0EI引用
0
0
Towards Human Brain Inspired Lifelong Learningpp.51-72, (2024)
CoRR (2023)
引用0浏览0EI引用
0
0
加载更多
作者统计
合作学者
合作机构
D-Core
- 合作者
- 学生
- 导师
数据免责声明
页面数据均来自互联网公开来源、合作出版商和通过AI技术自动分析结果,我们不对页面数据的有效性、准确性、正确性、可靠性、完整性和及时性做出任何承诺和保证。若有疑问,可以通过电子邮件方式联系我们:report@aminer.cn