The problem of fairness in synthetic healthcare data K Bhanot, M Qi, JS Erickson, I Guyon, KP Bennett Entropy 23 (9), 1165, 2021 | 65 | 2021 |
An ontology for fairness metrics JS Franklin, K Bhanot, M Ghalwash, KP Bennett, J McCusker, ... Proceedings of the 2022 AAAI/ACM Conference on AI, Ethics, and Society, 265-275, 2022 | 19 | 2022 |
Synthesizing quality open data assets from Private Health Research Studies A Yale, S Dash, K Bhanot, I Guyon, JS Erickson, KP Bennett Business Information Systems Workshops: BIS 2020 International Workshops …, 2020 | 16 | 2020 |
Quantifying Resemblance of Synthetic Medical Time-Series. K Bhanot, S Dash, J Pedersen, I Guyon, KP Bennett ESANN, 2021 | 5 | 2021 |
Investigating synthetic medical time-series resemblance K Bhanot, J Pedersen, I Guyon, KP Bennett Neurocomputing 494, 368-378, 2022 | 4 | 2022 |
Downstream Fairness Caveats with Synthetic Healthcare Data K Bhanot, I Baldini, D Wei, J Zeng, KP Bennett arXiv preprint arXiv:2203.04462, 2022 | 4 | 2022 |
Stress-testing Bias Mitigation Algorithms to Understand Fairness Vulnerabilities K Bhanot, I Baldini, D Wei, J Zeng, K Bennett Proceedings of the 2023 AAAI/ACM Conference on AI, Ethics, and Society, 764-774, 2023 | 2 | 2023 |
Synthetic Data Generation and Evaluation for Fairness K Bhanot Rensselaer Polytechnic Institute, 2023 | 1 | 2023 |
Stress-testing Fairness Mitigation Techniques under Distribution Shift using Synthetic Data K Bhanot, I Baldini, D Wei, J Zeng, KP Bennett 1st ACM SIGKDD Workshop on Ethical Artificial Intelligence: Methods and …, 2022 | 1* | 2022 |
Dengue spread information system (DSIS) K Bhanot, D Schroeder, I Llewellyn, N Luczak, T Munasinghe Proceedings of the 4th International Conference on Medical and Health …, 2020 | 1 | 2020 |
Socioeconomic and Geographic Variations that Impacts the Spread of Malaria. T Munasinghe, A Maheshwarkar, K Bhanot AI4SG@ AAAI Fall Symposium, 2020 | 1 | 2020 |
Identifying the Relationship between Precipitation and Zika Outbreaks in Argentina L Ngweta, K Bhanot, A Maharaj, I Bogle, T Munasinghe 2019 IEEE International Conference on Big Data (Big Data), 6163-6165, 2019 | 1 | 2019 |
MortalityMinder: Visualization and AI Interpretations of Social Determinants of Premature Mortality in the United States K Bhanot, JS Erickson, KP Bennett Information 15 (5), 254, 2024 | | 2024 |
Adversarial Auditing of Machine Learning Models under Compound Shift K Bhanot, D Wei, I Baldini, KP Bennett European Symposium on Artificial Neural Networks, Computational Intelligence …, 2023 | | 2023 |
A Dashboard for Identifying Flood Risks of Healthcare Facilities P Pant, T Munasinghe, L Roy, P Maheshwari, V Pathak, V Patidar, ... AGU Fall Meeting Abstracts 2021, IN45C-0473, 2021 | | 2021 |
Identifying Vulnerable Healthcare Facilities Due to the Effects of Precipitation T Munasinghe, K Bhanot, P Pant, V Pathak, D Jain, C Sahni, ... AGU Fall Meeting Abstracts 2021, IN45G-0511, 2021 | | 2021 |
Investigating Social Determinants of Premature Mortality in the United States K Bhanot, J McConnon, S Jacobson, L Ngweta, JS Erickson, KP Bennett | | |