基本信息
浏览量:66

个人简介
My research focuses on the interface between deep learning and probabilistic modeling. I am particularly keen to develop models that are more interpretable and data efficient, following the Bayesian paradigm. To this end, I am mostly trying to improve deep probabilistic models with better priors and more efficient inference techniques.
研究兴趣
论文共 65 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
arxiv(2025)
引用0浏览0引用
0
0
TMLR 2024 (2024)
Laura Manduchi,Kushagra Pandey,Clara Meister,Robert Bamler,Ryan Cotterell,Sina Däubener,Sophie Fellenz,Asja Fischer, Thomas Gärtner,Matthias Kirchler,Marius Kloft,Yingzhen Li,Christoph Lippert, Gerard de Melo,Eric Nalisnick,Björn Ommer, Rajesh Ranganath,Maja Rudolph,Karen Ullrich,Guy Van den Broeck,Julia E Vogt, Yixin Wang,Florian Wenzel, Frank Wood,Stephan Mandt,Vincent Fortuin
CoRR (2024)
Theodore Papamarkou,Maria Skoularidou,Konstantina Palla,Laurence Aitchison,Julyan Arbel,David Dunson,Maurizio Filippone,Vincent Fortuin,Philipp Hennig,Jose Miguel Hernandez-Lobato,Aliaksandr Hubin,Alexander Immer,Theofanis Karaletsos,Khan Emtiyaz,Agustinus Kristiadi,Yingzhen Li,Stephan Mandt,Chris Nemeth,Michael A Osborne,Tim G. J. Rudner,David Rügamer,Yee-Whye Teh,Max Welling,Andrew Wilson,Ruqi Zhang
IEEE International Conference on Acoustics, Speech, and Signal Processingpp.9746-9750, (2024)
加载更多
作者统计
#Papers: 65
#Citation: 1449
H-Index: 17
G-Index: 37
Sociability: 5
Diversity: 1
Activity: 67
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