| Deep Complex Networks C Trabelsi, O Bilaniuk, Y Zhang, D Serdyuk, S Subramanian, JF Santos, ... ICLR, 2018 | 1324 | 2018 |
| Sociotechnical harms of algorithmic systems: Scoping a taxonomy for harm reduction R Shelby, S Rismani, K Henne, AJ Moon, N Rostamzadeh, P Nicholas, ... 🏆 Proceedings of the 2023 AAAI/ACM Conference on AI, Ethics, and Society …, 2023 | 376 | 2023 |
| Adaptive cross-modal few-shot learning C Xing, N Rostamzadeh, B Oreshkin, PO O Pinheiro Advances in Neural Information Processing Systems 32, 2019 | 355 | 2019 |
| The value of standards for health datasets in artificial intelligence-based applications A Arora, JE Alderman, J Palmer, S Ganapathi, E Laws, MD Mccradden, ... Nature medicine 29 (11), 2929-2938, 2023 | 293 | 2023 |
| Where are the blobs: Counting by localization with point supervision IH Laradji, N Rostamzadeh, PO Pinheiro, D Vazquez, M Schmidt Proceedings of the European Conference on Computer Vision (ECCV), 547-562, 2018 | 276 | 2018 |
| Fashion-gen: The generative fashion dataset and challenge N Rostamzadeh, S Hosseini, T Boquet, W Stokowiec, Y Zhang, C Jauvin, ... arXiv preprint arXiv:1806.08317, 2018 | 201 | 2018 |
| Reinforced active learning for image segmentation A Casanova, P O. Pinheiro, N Rostamzadeh, C J. Pal International Conference on Learning Representations (ICLR'2020), 2020 | 162 | 2020 |
| Deep cox mixtures for survival regression C Nagpal, S Yadlowsky, N Rostamzadeh, K Heller Machine Learning for Healthcare Conference, 674-708, 2021 | 123 | 2021 |
| A toolbox for surfacing health equity harms and biases in large language models SR Pfohl, H Cole-Lewis, R Sayres, D Neal, M Asiedu, A Dieng, ... Nature Medicine, 2024 | 112 | 2024 |
| Evaluation gaps in machine learning practice B Hutchinson, N Rostamzadeh, C Greer, K Heller, V Prabhakaran Proceedings of the 2022 ACM Conference on Fairness, Accountability, and …, 2022 | 111 | 2022 |
| Healthsheet: development of a transparency artifact for health datasets N Rostamzadeh, D Mincu, S Roy, A Smart, L Wilcox, M Pushkarna, ... Proceedings of the 2022 ACM Conference on Fairness, Accountability, and …, 2022 | 100 | 2022 |
| Tackling bias in AI datasets through the STANDING together initiative S Ganapathi, J Palmer, J Alderman, M Calvert, E Cyrus, J Gath, ... Nature Medicine, 2022 | 95 | 2022 |
| Tackling algorithmic bias and promoting transparency in health datasets: the STANDING Together consensus recommendations JE Alderman, J Palmer, E Laws, MD McCradden, J Ordish, M Ghassemi, ... The Lancet Digital Health 7 (1), e64-e88, 2025 | 93 | 2025 |
| Adversarial framing for image and video classification M Zajac, K Zołna, N Rostamzadeh, PO Pinheiro Proceedings of the AAAI Conference on Artificial Intelligence 33, 10077-10078, 2019 | 74 | 2019 |
| Realtime video classification using dense hof/hog JRR Uijlings, IC Duta, N Rostamzadeh, N Sebe Proceedings of international conference on multimedia retrieval, 145-152, 2014 | 71 | 2014 |
| From plane crashes to algorithmic harm: applicability of safety engineering frameworks for responsible ML S Rismani, R Shelby, A Smart, E Jatho, J Kroll, AJ Moon, N Rostamzadeh Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems …, 2023 | 60 | 2023 |
| Towards Standardization of Data Licenses: The Montreal Data License M Benjamin, P Gagnon, N Rostamzadeh, C Pal, Y Bengio, A Shee Computer Vision and Pattern Recognition (CVPR'2019) Fairness, Accountability …, 2019 | 57 | 2019 |
| Oreshkin, and Pedro O Pinheiro. Adaptive cross-modal few-shot learning C Xing, N Rostamzadeh, N Boris arXiv preprint arXiv:1902.07104 4, 2019 | 55 | 2019 |
| Proposal-based instance segmentation with point supervision IH Laradji, N Rostamzadeh, PO Pinheiro, D Vazquez, M Schmidt 2020 IEEE International Conference on Image Processing (ICIP), 2126-2130, 2020 | 46 | 2020 |
| Identifying sociotechnical harms of algorithmic systems: Scoping a taxonomy for harm reduction R Shelby, S Rismani, K Henne, A Moon, N Rostamzadeh, P Nicholas, ... arXiv preprint arXiv:2210.05791, 2022 | 43* | 2022 |
Pedro O. PinheiroPrescient Design, GenentechVerified email at epfl.ch
