Berk Ustun
University of California, San Diego
H-index: 15
North America-United States
Top articles of Berk Ustun
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
FINEST: Stabilizing Recommendations by Rank-Preserving Fine-Tuning | arXiv preprint arXiv:2402.03481 | Sejoon Oh Berk Ustun Julian McAuley Srijan Kumar | 2024/2/5 |
Providing Fair Recourse over Plausible Groups | Proceedings of the AAAI Conference on Artificial Intelligence | Jayanth Yetukuri Ian Hardy Yevgeniy Vorobeychik Berk Ustun Yang Liu | 2024/3/24 |
Recent Advances, Applications, and Open Challenges in Machine Learning for Health: Reflections from Research Roundtables at ML4H 2023 Symposium | Stefan Hegselmann Helen Zhou Yuyin Zhou Jennifer Chien Sujay Nagaraj | 2023/5 | |
Predictive Churn with the Set of Good Models | arXiv preprint arXiv:2402.07745 | Jamelle Watson-Daniels Flavio du Pin Calmon Alexander D'Amour Carol Long David C Parkes | 2024/2/12 |
Learning from Time Series under Temporal Label Noise | arXiv preprint arXiv:2402.04398 | Sujay Nagaraj Walter Gerych Sana Tonekaboni Anna Goldenberg Berk Ustun | 2024/2/6 |
Prediction without Preclusion: Recourse Verification with Reachable Sets | arXiv preprint arXiv:2308.12820 | Avni Kothari Bogdan Kulynych Tsui-Wei Weng Berk Ustun | 2023/8/24 |
Optimized risk score to predict mortality in patients with cardiogenic shock in the cardiac intensive care unit | Journal of the American Heart Association | Eric Yamga Sreekar Mantena Darin Rosen Emily M Bucholz Robert W Yeh | 2023/7/4 |
Participatory Personalization in Classification | Hailey James Chirag Nagpal Katherine A Heller Berk Ustun | 2023/11/2 | |
Predictive multiplicity in probabilistic classification | Proceedings of the AAAI Conference on Artificial Intelligence | Jamelle Watson-Daniels David C Parkes Berk Ustun | 2023/6/26 |
Algorithmic Censoring in Dynamic Learning Systems | Jennifer Chien Margaret Roberts Berk Ustun | 2023/10/30 | |
When Personalization Harms Performance: Reconsidering the Use of Group Attributes in Prediction | Vinith Menon Suriyakumar Marzyeh Ghassemi Berk Ustun | 2023/4/24 | |
Classification with Conceptual Safeguards | Hailey Joren Charles Thomas Marx Berk Ustun | 2023/10/13 | |
Learning with Temporal Label Noise | Sujay Nagaraj Walter Gerych Sana Tonekaboni Anna Goldenberg Berk Ustun | 2023/10/13 | |
Optimized Short-Forms of the Cognitive Distortions Questionnaire | Journal of Anxiety Disorders | Amanda S Morrison Berk Ustun Arielle Horenstein Simona C Kaplan Irismar Reis de Oliveira | 2022/12/1 |
On the Epistemic Limits of Personalized Prediction | Advances in Neural Information Processing Systems | Lucas Monteiro Paes Carol Long Berk Ustun Flavio Calmon | 2022/12/6 |
Rank List Sensitivity of Recommender Systems to Interaction Perturbations | arXiv preprint arXiv:2201.12686 | Sejoon Oh Berk Ustun Julian McAuley Srijan Kumar | 2022/8/1 |
Learning Optimal Predictive Checklists | Advances in Neural Information Processing Systems | Haoran Zhang Quaid Morris Berk Ustun Marzyeh Ghassemi | 2021/12/6 |
Development and validation of a model to predict posttraumatic stress disorder and major depression after a motor vehicle collision | JAMA psychiatry | Hannah N Ziobrowski Chris J Kennedy Berk Ustun Stacey L House Francesca L Beaudoin | 2021/11/1 |
Predictive Multiplicity in Classification | Charles Marx Flavio Calmon Berk Ustun | 2020/11/21 |
Co-Authors
