The Disagreement Problem in Explainable Machine Learning: A Practitioner's Perspective S Krishna, T Han, A Gu, J Pombra, S Jabbari, S Wu, H Lakkaraju arXiv preprint arXiv:2202.01602, 2022 | 173 | 2022 |
Which Explanation Should I Choose? A Function Approximation Perspective to Characterizing Post Hoc Explanations T Han, S Srinivas, H Lakkaraju NeurIPS, 2022 | 70 | 2022 |
Genome-wide somatic alterations in multiple myeloma reveal a superior outcome group MK Samur, A Aktas Samur, M Fulciniti, R Szalat, T Han, M Shammas, ... Journal of Clinical Oncology 38 (27), 3107-3118, 2020 | 51 | 2020 |
Water Treatment And Child Mortality: A Meta-Analysis And Cost-effectiveness Analysis M Kremer, SP Luby, R Maertens, B Tan, W Więcek National Bureau of Economic Research, 2023 | 14 | 2023 |
The disagreement problem in explainable machine learning: A practitioner’s perspective, 2022 S Krishna, T Han, A Gu, J Pombra, S Jabbari, S Wu, H Lakkaraju arXiv preprint arXiv:2202.01602, 0 | 10 | |
Towards Safe and Aligned Large Language Models for Medicine T Han, A Kumar, C Agarwal, H Lakkaraju arXiv preprint arXiv:2403.03744, 2024 | 3 | 2024 |
Dysregulated miRNAs after Uniform Treatment Predict Outcome of Newly-Diagnosed Multiple Myeloma T Han, S Minvielle, A Aktas Samur, M Fulciniti, F Magrangeas, ... Blood 134, 4348-4348, 2019 | 2 | 2019 |
Is Ignorance Bliss? The Role of Post Hoc Explanation Faithfulness and Alignment in Model Trust T Han, Y Ektefaie, M Farhat, M Zitnik, H Lakkaraju arXiv preprint arXiv:2312.05690, 2023 | 1 | 2023 |
Efficient Estimation of the Local Robustness of Machine Learning Models T Han, S Srinivas, H Lakkaraju arXiv preprint arXiv:2307.13885, 2023 | | 2023 |
The disagreement problem in explainable machine learning: A practitioner’s perspective. arXiv S Krishna, T Han, A Gu, J Pombra, S Jabbari, S Wu, H Lakkaraju arXiv preprint arXiv:2202.01602, 2022 | | 2022 |
The Landscape of Genome Wide Somatic Alterations Identifies a Good-Risk Group in Newly Diagnosed Multiple Myeloma MK Samur, AA Samur, T Han, M Roncador, M Fulciniti, R Szalat, ... Blood 134, 3055, 2019 | | 2019 |