Umang Bhatt

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Adrian WellerDirector of Research, Machine Learning, University of CambridgeEmail yang diverifikasi di eng.cam.ac.uk
Alice XiangLead Research Scientist (AI Ethics), Sony AIEmail yang diverifikasi di sony.com
Jose M. F. MouraPhilip L. and Marsha Dowd University Professor, Carnegie Mellon UniversityEmail yang diverifikasi di ece.cmu.edu
Q.Vera LiaoMicrosoft ResearchEmail yang diverifikasi di microsoft.com
Joydeep Ghosh(Chaired) Professor, ECE Dept., Univ. Texas at Austin; Faculty Dell Med, UT-Comp. Sc., McCombsEmail yang diverifikasi di utexas.edu
Thomas L. GriffithsProfessor of Psychology and Computer Science, Princeton UniversityEmail yang diverifikasi di princeton.edu
Joshua B. TenenbaumMITEmail yang diverifikasi di mit.edu
Bernhard SchölkopfDirector, Max Planck Institute for Intelligent Systems & ELLIS Institute Tübingen; Professor at ETHEmail yang diverifikasi di tuebingen.mpg.de
Ameet TalwalkarCMU, DatadogEmail yang diverifikasi di cmu.edu
José Miguel Hernández-LobatoProfessor of Machine Learning, University of CambridgeEmail yang diverifikasi di cam.ac.uk
Krishnamurthy DvijothamServiceNow ResearchEmail yang diverifikasi di cs.washington.edu
Isabel ValeraSaarland University and Max Planck Institute for Software SystemsEmail yang diverifikasi di cs.uni-saarland.de
David Scott KruegerUniversity Assistant Professor, University of CambridgeEmail yang diverifikasi di cam.ac.uk
Pradeep RavikumarProfessor, School of Computer Science, Carnegie Mellon UniversityEmail yang diverifikasi di cs.cmu.edu
Zico KolterCarnegie Mellon UniversityEmail yang diverifikasi di cs.cmu.edu
Radu MarculescuThe University of Texas at AustinEmail yang diverifikasi di utexas.edu
Fei FangCarnegie Mellon UniversityEmail yang diverifikasi di cmu.edu
Manuela M. VelosoHerbert A. Simon University Professor of Computer Science, Carnegie Mellon UniversityEmail yang diverifikasi di cs.cmu.edu
Muhammad Bilal ZafarRuhr University Bochum & Research Center for Trustworthy Data Science and SecurityEmail yang diverifikasi di rub.de
Bradley C. LoveProfessor of Cognitive and Decision Sciences, University College LondonEmail yang diverifikasi di ucl.ac.uk

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Umang Bhatt

New York University

Email yang diverifikasi di nyu.edu - Beranda

Machine Learning Artificial Intelligence Responsible AI Human-AI Collaboration


Judul Urutkan menurut kutipan Urutkan menurut tahun Urutkan menurut judul	Dikutip oleh Dikutip oleh	Tahun
Explainable Machine Learning in Deployment U Bhatt, A Xiang, S Sharma, A Weller, A Taly, Y Jia, J Ghosh, R Puri, ... Proceedings of the 2020 Conference on Fairness, Accountability, and …, 2020	780	2020
Uncertainty as a Form of Transparency: Measuring, Communicating, and Using Uncertainty U Bhatt, J Antorán, Y Zhang, QV Liao, P Sattigeri, R Fogliato, ... AAAI/ACM Conference on Artificial Intelligence, Ethics, and Society (AIES), 2021	298	2021
Evaluating and Aggregating Feature-based Model Explanations U Bhatt, A Weller, JMF Moura International Joint Conference on Artificial Intelligence (IJCAI), 2020	243	2020
Getting a CLUE: A Method for Explaining Uncertainty Estimates J Antorán, U Bhatt, T Adel, A Weller, JM Hernández-Lobato International Conference on Learning Representations (ICLR), 2021	143	2021
You Shouldn't Trust Me: Learning Models Which Conceal Unfairness From Multiple Explanation Methods. B Dimanov, U Bhatt, M Jamnik, A Weller European Conference on Artificial Intelligence (ECAI), 2020	125	2020
How transparency modulates trust in artificial intelligence J Zerilli, U Bhatt, A Weller Patterns 3 (4), 2022	120	2022
On the fairness of causal algorithmic recourse J von Kügelgen, AH Karimi, U Bhatt, I Valera, A Weller, B Schölkopf Proceedings of the AAAI Conference on Artificial Intelligence 36 (9), 9584-9594, 2022	97	2022
Do Concept Bottleneck Models Learn as Intended? A Margeloiu, M Ashman, U Bhatt, Y Chen, M Jamnik, A Weller ICLR 2021 Workshop on Responsible AI, 2021	93	2021
Harms from increasingly agentic algorithmic systems A Chan, R Salganik, A Markelius, C Pang, N Rajkumar, D Krasheninnikov, ... Proceedings of the 2023 ACM Conference on Fairness, Accountability, and …, 2023	86	2023
Machine Learning Explainability for External Stakeholders U Bhatt, MK Andrus, A Weller, A Xiang ICML 2020 Workshop on Human Interpretability, 2020	82	2020
Intelligent Pothole Detection and Road Condition Assessment U Bhatt, S Mani, E Xi, JZ Kolter Data for Good Exchange (D4GX), 2017	81	2017
Uncertainty quantification with pre-trained language models: A large-scale empirical analysis Y Xiao, PP Liang, U Bhatt, W Neiswanger, R Salakhutdinov, LP Morency Findings of the Association for Computational Linguistics: EMNLP, 7273-7284, 2022	77	2022
Evaluating language models for mathematics through interactions KM Collins, AQ Jiang, S Frieder, L Wong, M Zilka, U Bhatt, T Lukasiewicz, ... Proceedings of the National Academy of Sciences 121 (24), e2318124121, 2024	57	2024
Eliciting and learning with soft labels from every annotator KM Collins, U Bhatt, A Weller Proceedings of the AAAI conference on human computation and crowdsourcing 10 …, 2022	55	2022
Human uncertainty in concept-based ai systems KM Collins, M Barker, M Espinosa Zarlenga, N Raman, U Bhatt, M Jamnik, ... Proceedings of the 2023 AAAI/ACM Conference on AI, Ethics, and Society, 869-889, 2023	39	2023
On the Utility of Prediction Sets in Human-AI Teams V Babbar, U Bhatt, A Weller International Joint Conference on Artificial Intelligence (IJCAI), 2022	39	2022
Diverse, Global and Amortised Counterfactual Explanations for Uncertainty Estimates D Ley, U Bhatt, A Weller Proceedings of the AAAI Conference on Artificial Intelligence 36 (7), 7390-7398, 2022	28	2022
Towards robust metrics for concept representation evaluation ME Zarlenga, P Barbiero, Z Shams, D Kazhdan, U Bhatt, A Weller, ... Proceedings of the AAAI Conference on Artificial Intelligence 37 (10), 11791 …, 2023	27*	2023
Building Human-Machine Trust via Interpretability U Bhatt, P Ravikumar, J Moura Proceedings of the AAAI Conference on Artificial Intelligence 33, 9919-9920, 2019	23	2019
FIMAP: Feature Importance by Minimal Adversarial Perturbation M Chapman-Rounds, U Bhatt, E Pazos, MA Schulz, K Georgatzis Proceedings of the AAAI Conference on Artificial Intelligence 35 (13), 11433 …, 2021	20	2021

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