Himabindu Lakkaraju

Himabindu Lakkaraju

Harvard University - Cambridge / United States
Law / Law and Legal Studies
AD Scientific Index ID: 1413940
person_outline 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-) 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), 20201005*2020
3-) Interpretable Decision Sets: A Joint Framework for Description and PredictionH Lakkaraju, SH Bach, J LeskovecACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 201610002016
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, 2019678*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, 20163292016