基本信息
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个人简介
My research interests lie at the intersection of Statistics and Machine Learning, focusing mainly on Bayesian optimization. I leverage information-theoretic arguments to provide efficient and reliable hyper-parameter tuning for machine learning systems. My favorite application area is natural language processing (NLP) - where we seek to learn from written and spoken text. Current state-of-the-art NLP systems pose particularly interesting tuning problems, as they can take days (if not weeks!) to train and have many configurable hyper-parameters. I am supervised by David Leslie (Department. of Mathematics and Statistics) and Paul Rayson (School of Computing and Communications).
研究兴趣
论文共 23 篇作者统计合作学者相似作者
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Digital discoveryno. 4 (2024): 654-666
Ryan-Rhys Griffiths,Leo Klarner,Henry Moss,Aditya Ravuri,Sang T. Truong,Yuanqi Du, Samuel Don Stanton,Gary Tom,Bojana Ranković,Arian Rokkum Jamasb,Aryan Deshwal, Julius Schwartz,Austin Tripp,Gregory Kell, Simon Frieder,Anthony Bourached,Alex James Chan,Jacob Moss,Chengzhi Guo, Johannes P. Dürholt, Saudamini Chaurasia, Ji Won Park,Felix Strieth-Kalthoff,Alpha Lee, Bingqing Cheng,Alan Aspuru-Guzik,Philippe Schwaller,Jian Tang
Victor Picheny, Joel Berkeley,Henry B. Moss, Hrvoje Stojic,Uri Granta,Sebastian W. Ober,Artem Artemev, Khurram Ghani, Alexander Goodall,Andrei Paleyes,Sattar Vakili,Sergio Pascual-Diaz,Stratis Markou,Jixiang Qing,Nasrulloh R. B. S Loka,Ivo Couckuyt
CoRR (2023)
AISTATSpp.2565-2588, (2023)
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arXiv (Cornell University) (2023)
arXiv (Cornell University) (2023)
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作者统计
#Papers: 23
#Citation: 267
H-Index: 8
G-Index: 16
Sociability: 4
Diversity: 0
Activity: 1
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