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Himabindu Lakkaraju
Harvard University - Cambridge / United States
Law / Law and Legal Studies
AD Scientific Index ID: 1413940
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Himabindu Lakkaraju's MOST POPULAR ARTICLES
1-)
Human decisions and machine predictionsJ Kleinberg, H Lakkaraju, J Leskovec, J Ludwig, S MullainathanThe quarterly journal of economics 133 (1), 237-293, 201810372018
2-)
Interpretable Decision Sets: A Joint Framework for Description and PredictionH Lakkaraju, SH Bach, J LeskovecACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 20166792016
3-)
How can we fool LIME and SHAP? Adversarial Attacks on Post hoc Explanation MethodsD Slack, S Hilgard, E Jia, S Singh, H LakkarajuAAAI/ACM Conference on AI, Ethics, and Society (AIES), 2020480*2020
4-)
Faithful and customizable explanations of black box modelsH Lakkaraju, E Kamar, R Caruana, J LeskovecProceedings of the 2019 AAAI/ACM Conference on AI, Ethics, and Society, 131-138, 2019637*2019
5-)
Mining big data to extract patterns and predict real-life outcomes.M Kosinski, Y Wang, H Lakkaraju, J LeskovecPsychological methods 21 (4), 493, 20163162016
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