Negar Rostamzadeh

Most-cited papers

Deep Complex Networks
Chiheb Trabelsi, O. Bilaniuk, Ying Zhang, Dmitriy Serdyuk +6 more
2017International Conference on Learning Representations1,104 citations
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Sociotechnical Harms of Algorithmic Systems: Scoping a Taxonomy for Harm Reduction
R. Shelby, Shalaleh Rismani, K. Henne, Ajung Moon +7 more
2022AAAI/ACM Conference on AI, Ethics, and Society427 citations Open access
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Adaptive Cross-Modal Few-Shot Learning
Chen Xing, Negar Rostamzadeh, Boris N. Oreshkin, Pedro H. O. Pinheiro
2019Neural Information Processing Systems342 citations
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The value of standards for health datasets in artificial intelligence-based applications
Anmol Arora, Joseph E. Alderman, Joanne Palmer, Shaswath Ganapathi +20 more
2023Nature Medicine273 citations Open access
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Where are the Blobs: Counting by Localization with Point Supervision
I. Laradji, Negar Rostamzadeh, Pedro H. O. Pinheiro, David Vázquez +1 more
2018European Conference on Computer Vision224 citations
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Fashion-Gen: The Generative Fashion Dataset and Challenge
Negar Rostamzadeh, Seyedarian Hosseini, Thomas Boquet, Wojciech Stokowiec +3 more
2018arXiv.org177 citations
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Tackling algorithmic bias and promoting transparency in health datasets: the STANDING Together consensus recommendations
Joseph E. Alderman, Joanne Palmer, Elinor Laws, Melissa D. McCradden +46 more
2024The Lancet Digital Health171 citations Open access
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A toolbox for surfacing health equity harms and biases in large language models
Stephen R. Pfohl, Heather Cole-Lewis, R. Sayres, Darlene Neal +26 more
2024Nature Medicine150 citations Open access
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Reinforced active learning for image segmentation
Arantxa Casanova, Pedro H. O. Pinheiro, Negar Rostamzadeh, C. Pal
2020International Conference on Learning Representations133 citations
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Evaluation Gaps in Machine Learning Practice
Ben Hutchinson, Negar Rostamzadeh, Christina Greer, Katherine A. Heller +1 more
2022Conference on Fairness, Accountability and Transparency119 citations Open access
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Healthsheet: Development of a Transparency Artifact for Health Datasets
Negar Rostamzadeh, Diana Mincu, Subhrajit Roy, A. Smart +6 more
2022Conference on Fairness, Accountability and Transparency93 citations Open access
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Deep Cox Mixtures for Survival Regression
Chirag Nagpal, Steve Yadlowsky, Negar Rostamzadeh, K. Heller
2021Machine Learning in Health Care93 citations
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Tackling bias in AI health datasets through the STANDING Together initiative
Shaswath Ganapathi, Johannes Palmer, J. Alderman, M. Calvert +24 more
2022Nature Medicine86 citations Open access
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Adversarial Framing for Image and Video Classification
Michał Zając, Konrad Zolna, Negar Rostamzadeh, Pedro H. O. Pinheiro
2018AAAI Conference on Artificial Intelligence65 citations Open access
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From Plane Crashes to Algorithmic Harm: Applicability of Safety Engineering Frameworks for Responsible ML
Shalaleh Rismani, R. Shelby, A. Smart, Edgar Jatho +3 more
2022International Conference on Human Factors in Computing Systems59 citations Open access
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Realtime Video Classification using Dense HOF/HOG
J. Uijlings, Ionut Cosmin Duta, Negar Rostamzadeh, N. Sebe
2014International Conference on Multimedia Retrieval55 citations Open access
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Generative AI in Creative Practice: ML-Artist Folk Theories of T2I Use, Harm, and Harm-Reduction
Renee Shelby, Shalaleh Rismani, Negar Rostamzadeh
2024International Conference on Human Factors in Computing Systems43 citations
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Towards Standardization of Data Licenses: The Montreal Data License
Misha Benjamin, Paul Gagnon, Negar Rostamzadeh, C. Pal +2 more
2019arXiv.org43 citations
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Proposal-Based Instance Segmentation With Point Supervision
I. Laradji, Negar Rostamzadeh, Pedro H. O. Pinheiro, David Vázquez +1 more
2020International Conference on Information Photonics37 citations
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Painting with Cameras and Drawing with Text: AI Use in Accessible Creativity
Cynthia L. Bennett, Renee Shelby, Negar Rostamzadeh, Shaun K. Kane
2024International ACM SIGACCESS Conference on Computers and Accessibility36 citations
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Sociotechnical Harms: Scoping a Taxonomy for Harm Reduction
R. Shelby, Shalaleh Rismani, K. Henne, Ajung Moon +7 more
2022arXiv.org35 citations Open access
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Hierarchical Adversarially Learned Inference
Mohamed Ishmael Belghazi, S. Rajeswar, Olivier Mastropietro, Negar Rostamzadeh +2 more
2018arXiv.org29 citations
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Domain-Adaptive Single-View 3D Reconstruction
Pedro H. O. Pinheiro, Negar Rostamzadeh, Sungjin Ahn
2018IEEE International Conference on Computer Vision28 citations Open access
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The Case for Globalizing Fairness: A Mixed Methods Study on Colonialism, AI, and Health in Africa
M. Asiedu, Awa Dieng, Iskandar Haykel, Negar Rostamzadeh +6 more
2023Conference on Equity and Access in Algorithms, Mechanisms, and Optimization27 citations Open access
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Ethics and Creativity in Computer Vision
Negar Rostamzadeh, E. Denton, Linda Petrini
2021arXiv.org26 citations
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Artsheets for Art Datasets
Ramya Srinivasan, E. Denton, Jordan Famularo, Negar Rostamzadeh +2 more
2021NeurIPS Datasets and Benchmarks24 citations
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Time matters!: capturing variation in time in video using fisher kernels
Ionut Mironica, J. Uijlings, Negar Rostamzadeh, B. Ionescu +1 more
2013ACM Multimedia24 citations
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Instance Segmentation with Point Supervision
I. Laradji, Negar Rostamzadeh, Pedro H. O. Pinheiro, David Vázquez +1 more
2019arXiv.org22 citations
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Uncertainty in Multitask Transfer Learning
Alexandre Lacoste, Boris N. Oreshkin, Wonchang Chung, Thomas Boquet +2 more
2018arXiv.org21 citations
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Daily Living Activities Recognition via Efficient High and Low Level Cues Combination and Fisher Kernel Representation
Negar Rostamzadeh, G. Zen, Ionut Mironica, J. Uijlings +1 more
2013International Conference on Image Analysis and Processing19 citations Open access
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Erasing More Than Intended? How Concept Erasure Degrades the Generation of Non-Target Concepts
Ibtihel Amara, Ahmed Imtiaz Humayun, Ivana Kajic, Zarana Parekh +11 more
2025IEEE International Conference on Computer Vision16 citations Open access
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Beyond the ML Model: Applying Safety Engineering Frameworks to Text-to-Image Development
Shalaleh Rismani, R. Shelby, A. Smart, René Agustín De los Santos +2 more
2023AAAI/ACM Conference on AI, Ethics, and Society16 citations Open access
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Measuring What Matters: Connecting AI Ethics Evaluations to System Attributes, Hazards, and Harms
Shalaleh Rismani, Renee Shelby, Leah Davis, Negar Rostamzadeh +1 more
2025AAAI/ACM Conference on AI, Ethics, and Society15 citations
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It's all about habits: Exploiting multi-task clustering for activities of daily living analysis
Yan Yan, E. Ricci, Negar Rostamzadeh, N. Sebe
2014International Conference on Information Photonics12 citations
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Enhanced semantic descriptors for functional scene categorization
G. Zen, Negar Rostamzadeh, Jacopo Staiano, E. Ricci +1 more
2012International Conference on Pattern Recognition12 citations
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Bias-inducing geometries: An exactly solvable data model with fairness implications.
Stefano Sarao Mannelli, Federica Gerace, Negar Rostamzadeh, Luca Saglietti
2022Physical Review E11 citations Open access
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Reinforced Imitation in Heterogeneous Action Space
Konrad Zolna, Negar Rostamzadeh, Yoshua Bengio, Sungjin Ahn +1 more
2019arXiv.org11 citations
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Neural Multisensory Scene Inference
Jae Hyun Lim, Pedro H. O. Pinheiro, Negar Rostamzadeh, C. Pal +1 more
2019Neural Information Processing Systems11 citations
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Reviving Your MNEME: Predicting The Side Effects of LLM Unlearning and Fine-Tuning via Sparse Model Diffing
Aly M. Kassem, Zhuan Shi, Negar Rostamzadeh, Golnoosh Farnadi
2025Conference on Empirical Methods in Natural Language Processing9 citations
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Creative ML Assemblages: The Interactive Politics of People, Processes, and Products
Renee Shelby, Ramya Srinivasan, Katharina Burgdorf, Jennifer C. Lena +1 more
2024Proc. ACM Hum. Comput. Interact.9 citations Open access
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What Secrets Do Your Manifolds Hold? Understanding the Local Geometry of Generative Models
Ahmed Imtiaz Humayun, Ibtihel Amara, C. Vasconcelos, Deepak Ramachandran +6 more
2024International Conference on Learning Representations9 citations
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Responsible AI measures dataset for ethics evaluation of AI systems
Shalaleh Rismani, Leah Davis, Bonam Mingole, Negar Rostamzadeh +2 more
2025Scientific Data8 citations
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Disability prediction in multiple sclerosis using performance outcome measures and demographic data
Subhrajit Roy, Diana Mincu, Lev Proleev, Negar Rostamzadeh +7 more
2022ACM Conference on Health, Inference, and Learning8 citations Open access
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A Multi-task Learning Framework for Time-continuous Emotion Estimation from Crowd Annotations
Mojtaba Khomami Abadi, Azad Abad, Ramanathan Subramanian, Negar Rostamzadeh +3 more
2014CrowdMM '148 citations Open access
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Multilingual Amnesia: On the Transferability of Unlearning in Multilingual LLMs
Alireza Dehghanpour Farashah, Aditi Khandelwal, Marylou Fauchard, Zhuan Shi +2 more
2026Conference of the European Chapter of the Association for Computational Linguistics7 citations
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Position: Cracking the Code of Cascading Disparity Towards Marginalized Communities
G. Farnadi, M. Havaei, Negar Rostamzadeh
2024International Conference on Machine Learning7 citations
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Thinking Beyond Distributions in Testing Machine Learned Models
Negar Rostamzadeh, B. Hutchinson, Christina Greer, Vinodkumar Prabhakaran
2021arXiv.org7 citations
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Deep Prior
Alexandre Lacoste, Thomas Boquet, Negar Rostamzadeh, Boris N. Oreshkin +2 more
2017arXiv.org7 citations
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CLAREL: Classification via retrieval loss for zero-shot learning
Boris N. Oreshkin, Negar Rostamzadeh, Pedro H. O. Pinheiro, C. Pal
20192020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)6 citations Open access
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Nteasee: Understanding Needs in AI for Health in Africa - A Mixed-Methods Study of Expert and General Population Perspectives
M. Asiedu, Iskandar Haykel, Awa Dieng, K. Kauer +6 more
2024Conference on Fairness, Accountability and Transparency5 citations Open access
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