基本信息
浏览量:257
职业迁徙
个人简介
I have three main research areas in machine learning:
1. Robust causal inference using machine learning tools. Most of my causal inference work has been in Amazon, understanding the causes of workplace injury among Amazon Associates.
2. Interpreting deep learning models is one of my main research interests and I have published several research papers on this subject.
3. Healthcare is an area that deep learning has not yet shown its true potentials. During my post-doc at GaTech, we pioneered deep learning for healthcare.
1. Robust causal inference using machine learning tools. Most of my causal inference work has been in Amazon, understanding the causes of workplace injury among Amazon Associates.
2. Interpreting deep learning models is one of my main research interests and I have published several research papers on this subject.
3. Healthcare is an area that deep learning has not yet shown its true potentials. During my post-doc at GaTech, we pioneered deep learning for healthcare.
研究兴趣
论文共 27 篇作者统计合作学者相似作者
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ICML 2024 (2024)
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Artificial Intelligence for Sciencepp.707-722, (2023)
International Conference on Machine Learning (2022): 1313-1326
arXiv (Cornell University) (2020)
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0
0
user-607cde9d4c775e0497f57189(2020)
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1
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CoRR (2019)
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semanticscholar(2019)
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作者统计
#Papers: 26
#Citation: 3522
H-Index: 14
G-Index: 26
Sociability: 4
Diversity: 0
Activity: 0
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