Preethi Lahoti
Publications by Year
Research Areas
Adversarial Robustness in Machine Learning, Ethics and Social Impacts of AI, Topic Modeling, Anomaly Detection Techniques and Applications, Psychology of Moral and Emotional Judgment
Most-Cited Works
- → Operationalizing individual fairness with pairwise fair representations(2019)83 cited
- → FACTS-IR(2019)51 cited
- → Fairness without Demographics through Adversarially Reweighted Learning(2020)46 cited
- → Joint Non-negative Matrix Factorization for Learning Ideological Leaning on Twitter(2018)43 cited
- → iFair: Learning Individually Fair Data Representations for Algorithmic Decision Making(2019)21 cited
- → An Empirical Study on Learning Fairness Metrics for COMPAS Data with Human Supervision(2019)19 cited
- → Finding topical experts in Twitter via query-dependent personalized PageRank(2017)16 cited
- → AART: AI-Assisted Red-Teaming with Diverse Data Generation for New LLM-powered Applications(2023)15 cited
- → Improving Diversity of Demographic Representation in Large Language Models via Collective-Critiques and Self-Voting(2023)13 cited
- → Responsible model deployment via model-agnostic uncertainty learning(2022)11 cited