Berk Ustun

Получаване на мой собствен потребителски профил

Позовавания

	Всички	От 2020
Позовавания	3523	2965
h-индекс	19	19
i10-индекс	23	22

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2015201620172018201920202021202220232024202518 41 76 148 222 343 474 599 683 772 94

Публичен достъп

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19 статии

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Съавтори

Cynthia RudinProfessor of Computer Science, ECE, Statistics, and Biostatistics & Bioinformatics, Duke UniversityПотвърден имейл адрес: cs.duke.edu
Flavio du Pin CalmonHarvard UniversityПотвърден имейл адрес: seas.harvard.edu
Ronald C KesslerMcNeil Family Professor of Health Care Policy, Harvard Medical SchoolПотвърден имейл адрес: hcp.med.harvard.edu
Yang LiuComputer Science and Engineering, UC Santa CruzПотвърден имейл адрес: ucsc.edu
Alexander SpangherUniversity of Southern CaliforniaПотвърден имейл адрес: usc.edu
M. Brandon Westover, MD, PhDHarvard Medical School / Massachusetts General HospitalПотвърден имейл адрес: mgh.harvard.edu
David C. ParkesGeorge F. Colony Professor of Computer Science, Harvard UniversityПотвърден имейл адрес: eecs.harvard.edu
Hao WangRedHat AI & MIT-IBM Watson AI LabПотвърден имейл адрес: g.harvard.edu
Dr. Marzyeh GhassemiAssociate Professor, EECS/IMES, MITПотвърден имейл адрес: mit.edu
J. Watson-DanielsHarvard UniversityПотвърден имейл адрес: g.harvard.edu
Julian McAuleyProfessor, UC San DiegoПотвърден имейл адрес: eng.ucsd.edu
Srijan KumarAssistant Professor, Computer Science, Georgia TechПотвърден имейл адрес: gatech.edu
Vinith M. SuriyakumarMassachusetts Institute of TechnologyПотвърден имейл адрес: mit.edu
Chirag NagpalResearch Scientist, GoogleПотвърден имейл адрес: cs.cmu.edu
Katherine HellerGoogle ResearchПотвърден имейл адрес: gatsby.ucl.ac.uk
Leo Anthony CeliMassachusetts Institute of TechnologyПотвърден имейл адрес: mit.edu
Eric YamgaUniversité de MontréalПотвърден имейл адрес: umontreal.ca
Haoran ZhangPhD Student, Massachusetts Institute of TechnologyПотвърден имейл адрес: mit.edu
Tsui-Wei WengUCSDПотвърден имейл адрес: ucsd.edu
Hailey JorenUC San DiegoПотвърден имейл адрес: ucsd.edu

Следене

Berk Ustun

UCSD

Потвърден имейл адрес: ucsd.edu - Начална страница

Machine Learning Optimization Interpretability Algorithmic Fairness Medicine


Заглавие Сортиране по цитати Сортиране по година Сортиране по заглавие	Позовавания Позовавания	Година
Actionable Recourse in Linear Classification B Ustun, A Spangher, Y Liu ACM Conference on Fairness, Accountability, and Transparency (FAT*’19), 2019	649	2019
Supersparse Linear Integer Models for Optimized Medical Scoring Systems B Ustun, C Rudin Machine Learning 102 (3), 349-391, 2015	539*	2015
The World Health Organization Adult Attention-Deficit/Hyperactivity Disorder Self-Report Screening Scale for DSM-5 B Ustun, LA Adler, C Rudin, SV Faraone, TJ Spencer, P Berglund, ... JAMA Psychiatry 74 (5), 520-526, 2017	429	2017
Interpretable Classification Models for Recidivism Prediction J Zeng, B Ustun, C Rudin Journal of the Royal Statistical Society: Series A, 2016	331	2016
Predictive Multiplicity in Classification CT Marx, FP Calmon, B Ustun International Conference on Machine Learning, 2020	205*	2020
Association of an Electroencephalography-Based Risk Score With Seizure Probability in Hospitalized Patients AF Struck, B Ustun, AR Ruiz, JW Lee, SM LaRoche, LJ Hirsch, EJ Gilmore, ... JAMA Neurology, 2017	160	2017
Fairness without Harm: Decoupled Classifiers with Preference Guarantees B Ustun, Y Liu, D Parkes International Conference on Machine Learning, 6373-6382, 2019	158	2019
Optimized Scoring Systems: Toward Trust in Machine Learning for Healthcare and Criminal Justice C Rudin, B Ustun Interfaces 48 (5), 449-466, 2018	157	2018
Developing an optimal short‐form of the PTSD Checklist for DSM‐5 (PCL‐5) KL Zuromski, B Ustun, I Hwang, TM Keane, BP Marx, MB Stein, ... Depression and Anxiety, 2019	147	2019
Learning Optimized Risk Scores B Ustun, C Rudin Journal of Machine Learning Research 20 (150), 1-75, 2019	137	2019
Clinical Prediction Models for Sleep Apnea: The Importance of Medical History over Symptoms. B Ustun, MB Westover, C Rudin, MT Bianchi Journal of Clinical Sleep Medicine, 2015	129	2015
Repairing without Retraining: Avoiding Disparate Impact with Counterfactual Distributions H Wang, B Ustun, F Calmon International Conference on Machine Learning 97, 6618--6627, 2019	105*	2019
Optimized risk scores B Ustun, C Rudin Proceedings of the 23rd ACM SIGKDD international conference on knowledge …, 2017	72	2017
Importance Sampling in Stochastic Programming: A Markov Chain Monte Carlo Approach P Parpas, B Ustun, M Webster, QK Tran INFORMS Journal of Computing 27 (2), 358 - 377, 2015	56	2015
Development and validation of a model to predict posttraumatic stress disorder and major depression after a motor vehicle collision HN Ziobrowski, CJ Kennedy, B Ustun, SL House, FL Beaudoin, X An, ... JAMA psychiatry 78 (11), 1228-1237, 2021	40	2021
Predictive multiplicity in probabilistic classification J Watson-Daniels, DC Parkes, B Ustun Proceedings of the AAAI Conference on Artificial Intelligence 37 (9), 10306 …, 2023	37	2023
Rank List Sensitivity of Recommender Systems to Interaction Perturbations S Oh, B Ustun, J McAuley, S Kumar Proceedings of the 31st ACM International Conference on Information …, 2022	34	2022
When Personalization Harms Performance: Reconsidering the Use of Group Attributes in Prediction VS Menon, M Ghassemi, B Ustun Proceedings of the 40th International Conference on Machine Learning, PMLR …, 2023	26*	2023
Learning Optimal Predictive Checklists H Zhang, Q Morris, B Ustun, M Ghassemi Advances in Neural Information Processing Systems 34, 2021	21	2021
Optimized Short-Forms of the Cognitive Distortions Questionnaire AS Morrison, B Ustun, A Horenstein, SC Kaplan, IR de Oliveira, S Batmaz, ... Journal of Anxiety Disorders, 102624, 2022	15	2022

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