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Diana Mincu
Diana Mincu
RobinAI, ex-Google DeepMind
Verified email at robinai.com
Title
Cited by
Cited by
Year
Gemini: a family of highly capable multimodal models
G Team, R Anil, S Borgeaud, JB Alayrac, J Yu, R Soricut, J Schalkwyk, ...
arXiv preprint arXiv:2312.11805, 2023
70582023
Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context
G Team, P Georgiev, VI Lei, R Burnell, L Bai, A Gulati, G Tanzer, ...
arXiv preprint arXiv:2403.05530, 2024
34672024
Gemini 2.5: Pushing the frontier with advanced reasoning, multimodality, long context, and next generation agentic capabilities
G Comanici, E Bieber, M Schaekermann, I Pasupat, N Sachdeva, I Dhillon, ...
arXiv preprint arXiv:2507.06261, 2025
12592025
Underspecification presents challenges for credibility in modern machine learning
A D'Amour, K Heller, D Moldovan, B Adlam, B Alipanahi, A Beutel, ...
Journal of Machine Learning Research 23 (226), 1-61, 2022
10492022
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
1002022
Batch calibration: Rethinking calibration for in-context learning and prompt engineering
H Zhou, X Wan, L Proleev, D Mincu, J Chen, K Heller, S Roy
arXiv preprint arXiv:2309.17249, 2023
902023
Diagnosing failures of fairness transfer across distribution shift in real-world medical settings
J Schrouff, N Harris, S Koyejo, IM Alabdulmohsin, E Schnider, ...
Advances in Neural Information Processing Systems 35, 19304-19318, 2022
862022
Maintaining fairness across distribution shift: do we have viable solutions for real-world applications
J Schrouff, N Harris, O Koyejo, I Alabdulmohsin, E Schnider, ...
arXiv preprint arXiv:2202.01034, 107, 2022
512022
Best of both worlds: local and global explanations with human-understandable concepts
J Schrouff, S Baur, S Hou, D Mincu, E Loreaux, R Blanes, J Wexler, ...
arXiv preprint arXiv:2106.08641, 2021
462021
Developing robust benchmarks for driving forward AI innovation in healthcare
D Mincu, S Roy
Nature Machine Intelligence, 2022
432022
Concept-based model explanations for electronic health records
D Mincu, E Loreaux, S Hou, S Baur, I Protsyuk, M Seneviratne, A Mottram, ...
Proceedings of the Conference on Health, Inference, and Learning, 36-46, 2021
322021
Multitask prediction of organ dysfunction in the intensive care unit using sequential subnetwork routing
S Roy, D Mincu, E Loreaux, A Mottram, I Protsyuk, N Harris, Y Xue, ...
Journal of the American Medical Informatics Association 28 (9), 1936-1946, 2021
292021
Anniversary AI reflections
N Ferruz, M Zitnik, PY Oudeyer, E Hine, N Sengupta, Y Shi, D Mincu, ...
Nature Machine Intelligence 6 (1), 6-12, 2024
152024
Disability prediction in multiple sclerosis using performance outcome measures and demographic data
S Roy, D Mincu, L Proleev, N Rostamzadeh, C Ghate, N Harris, C Chen, ...
Conference on Health, Inference, and Learning, 375-396, 2022
132022
Performance of machine learning models for predicting high-severity symptoms in multiple sclerosis
S Roy, D Mincu, L Proleev, C Ghate, JS Graves, DF Steiner, FL Hartsell, ...
Scientific Reports 15 (1), 18209, 2025
42025
Benchmarking continuous time models for predicting multiple sclerosis progression
A Norcliffe, L Proleev, D Mincu, FL Hartsell, K Heller, S Roy
arXiv preprint arXiv:2302.07854, 2023
32023
Longitudinal Modeling of Multiple Sclerosis using Continuous Time Models
A Norcliffe, L Proleev, D Mincu, F Hartsell, K Heller, S Roy
1048550/arXiv2 2302 (07854), 1-24, 2023
12023
LeMAJ (Legal LLM-as-a-Judge): Bridging Legal Reasoning and LLM Evaluation
J Enguehard, M Van Ermengem, K Atkinson, S Cha, AG Chowdhury, ...
Proceedings of the Natural Legal Language Processing Workshop 2025, 318-337, 2025
2025
STUDY: Socially Aware Temporally Causal Decoder Recommender Systems
E Ahmed, D Mincu, L Harrell, K Heller, S Roy
arXiv preprint arXiv:2306.07946, 2023
2023
Disability prediction in multiple sclerosis using performance outcome measures and demographic data
D Mincu
arXiv (Cornell University), 2022
2022
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Articles 1–20