基本信息
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个人简介
My research interests lie in designing and proving optimization algorithms to solve problems encountered in Computer Vision and Machine Learning applications. My current area of focus is on applying formal methods inspired from those used in Program Synthesis to perform safety verifications of Neural Network and guarantee the behavior of learned models, from compliance to specifications over large input domains to robustness against maliciously crafted adversarial examples.
Outside of the lab, I row for Lady Margaret Hall and enjoy cooking and swing dancing.
Outside of the lab, I row for Lady Margaret Hall and enjoy cooking and swing dancing.
研究兴趣
论文共 32 篇作者统计合作学者相似作者
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JOURNAL OF MACHINE LEARNING RESEARCH (2024)
引用3浏览0EI引用
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CoRR (2023)
arXiv (Cornell University) (2021)
Leonard Berrada,Sumanth Dathathri, Krishnamurthy, Dvijotham,Robert Stanforth,Rudy Bunel,Jonathan Uesato,Sven Gowal,M. Pawan Kumar
Annual Conference on Neural Information Processing Systems (2021)
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作者统计
#Papers: 33
#Citation: 2226
H-Index: 16
G-Index: 26
Sociability: 4
Diversity: 2
Activity: 30
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