基本信息
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职业迁徙
个人简介
Research
Networked Systems
5G: ECN prediction [Mobicom mmnets ’19], ALCC [ATC ’18], Verus [SIGCOMM ’15]
Mobile Web: GAIUS [ICTD ’19], GreenApps [COMPASS ’18]
Privacy and Contextual Integrity: VACCINE [WWW ’19], RECIPE [ACL MRQA ’18], Privacy Norms [HCOMP ’16]
Machine Learning
Fairness and Interpretability: Pareto Fairness [ICML AI4SG '19]
Causal Inference: Predictive Causal Graphs [EMNLP '19]
Mixture Estimation: Non-Parametric Choice Models [Management Science '19], Customer Segmentation [Operations Research '18]
Crowds: Adversarial Inference [JMLR '18, NeurIPS '14]
AI for Health
AI and Global Health: MERS [COMPASS '19], Dengue outbreak prediction [Science Advances '16]
ML for Bioinformatics: Sepsis [Briefings in Bio '19], GWAS [ICML WCB '18]
AI for Sustainability
Socio-economic Inference: News Analytics [KDD '16]
Urban Analytics: Traffic [KDD UMCit '18, DEV '12]
Networked Systems
5G: ECN prediction [Mobicom mmnets ’19], ALCC [ATC ’18], Verus [SIGCOMM ’15]
Mobile Web: GAIUS [ICTD ’19], GreenApps [COMPASS ’18]
Privacy and Contextual Integrity: VACCINE [WWW ’19], RECIPE [ACL MRQA ’18], Privacy Norms [HCOMP ’16]
Machine Learning
Fairness and Interpretability: Pareto Fairness [ICML AI4SG '19]
Causal Inference: Predictive Causal Graphs [EMNLP '19]
Mixture Estimation: Non-Parametric Choice Models [Management Science '19], Customer Segmentation [Operations Research '18]
Crowds: Adversarial Inference [JMLR '18, NeurIPS '14]
AI for Health
AI and Global Health: MERS [COMPASS '19], Dengue outbreak prediction [Science Advances '16]
ML for Bioinformatics: Sepsis [Briefings in Bio '19], GWAS [ICML WCB '18]
AI for Sustainability
Socio-economic Inference: News Analytics [KDD '16]
Urban Analytics: Traffic [KDD UMCit '18, DEV '12]
研究兴趣
论文共 5 篇作者统计合作学者相似作者
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Andrew C Liu, Krishna Patel,Ramya Dhatri Vunikili,Kipp W Johnson, Fahad Abdu, Shivani Kamath Belman,Benjamin S Glicksberg, Pratyush Tandale, Roberto Fontanez,Oommen K Mathew,Andrew Kasarskis,Priyabrata Mukherjee,
作者统计
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D-Core
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