Hima Lakkaragu

Harvard University

Assistant Professor

Computer Science (SEAS)

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Research Area

#Computer science#Artificial intelligence#Machine learning#Black box#Data mining#Interpretability#Mathematics#Data science#Submodular set function#Psychological intervention

SCIE paper information

Papers relevant to ‘Computer science’: 1

Research performance of SCIE papers matching with ‘Computer science’

Citations of SCIE papers SCIE papers 08k16k24k32k40k070140210280350420490560

*Papers published between 2014 and 2020 were selected, and the citation number was determined by bing.com.

  • Mining big data to extract patterns and predict real-life outcomes.

    2016/01 PSYCHOLOGICAL METHODS 4.667 Impact Factor 208 citations

    Michal Kosinski, Yilun Wang, Himabindu Lakkaraju, Jure Leskovec

    DOI : 10.1037/MET0000105

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Papers for author ‘Hima Lakkaragu’: 2

Number of published SCIE papers by year

0123420162017
H-index 2
Number of NCS papers 0

*Papers published between 2014 and 2020 were selected, and the citation number was determined by bing.com.

  • Human Decisions and Machine Predictions

    2017/02 QUARTERLY JOURNAL OF ECONOMICS 7.863 Impact Factor 637 citations

    Jon Kleinberg, Himabindu Lakkaraju, Jure Leskovec, Jens Ludwig, Sendhil Mullainathan

    DOI : 10.1093/QJE/QJX032

  • Mining big data to extract patterns and predict real-life outcomes.

    2016/01 PSYCHOLOGICAL METHODS 4.667 Impact Factor 208 citations

    Michal Kosinski, Yilun Wang, Himabindu Lakkaraju, Jure Leskovec

    DOI : 10.1037/MET0000105

How can I correct errors in PhD.GO?

conference information

Papers relevant to ‘Computer science’: 11

Research performance of Top-tier Conference matching with ‘Computer science’

Citations of Top-tier Conference Top-tier Conference paper(s) 020k40k60k80k100k0306090120150180210240

*Papers published between 2014 and 2020 were selected, and the citation number was determined by bing.com.

  • Fooling LIME and SHAP: Adversarial Attacks on Post hoc Explanation Methods

    2020/02 AAAI Top-tier Conference 133 citations

    Dylan Slack, Sophie Hilgard, Emily Jia, Sameer Singh, Himabindu Lakkaraju

    DOI : 10.1145/3375627.3375830

  • A Machine Learning Framework to Identify Students at Risk of Adverse Academic Outcomes

    2015/08 KDD Top-tier Conference 126 citations

    Himabindu Lakkaraju, Everaldo Aguiar, Carl Shan, David Miller, Nasir H. Bhanpuri, Rayid Ghani, Kecia L. Addison

    DOI : 10.1145/2783258.2788620

How can I correct errors in PhD.GO?


Papers for author ‘Hima Lakkaragu’: 13

Number of published Top-tier Conference by year

0246820152016201720192020
Top-tier Conference 13

*Papers published between 2014 and 2020 were selected, and the citation number was determined by bing.com.

  • Interpretable Decision Sets: A Joint Framework for Description and Prediction

    2016/08 KDD Top-tier Conference 480 citations

    Himabindu Lakkaraju, Stephen H. Bach, Jure Leskovec

    DOI : 10.1145/2939672.2939874

  • Fooling LIME and SHAP: Adversarial Attacks on Post hoc Explanation Methods

    2020/02 AAAI Top-tier Conference 133 citations

    Dylan Slack, Sophie Hilgard, Emily Jia, Sameer Singh, Himabindu Lakkaraju

    DOI : 10.1145/3375627.3375830

How can I correct errors in PhD.GO?