Isabel Valera - Citas de Google Académico

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	Total	Desde 2015
Citas	1257	1244
Índice h	15	14
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20142015201620172018201920208 38 82 180 291 519 122

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Manuel Gomez RodriguezTenure-track Faculty, Max Planck Institute for Software Systems (MPI-SWS)Dirección de correo verificada de mpi-sws.org
Krishna P. GummadiHead, Networked Systems Group, MPI-SWSDirección de correo verificada de mpi-sws.org
Muhammad Bilal ZafarBosch Center for Artificial IntelligenceDirección de correo verificada de mpi-sws.org
Fernando Perez-CruzChief Data Scientist Swiss Data Science Center (ETH)Dirección de correo verificada de sdsc.ethz.ch
Francisco J. R. RuizPostdoc Researcher at Columbia UniversityDirección de correo verificada de columbia.edu
Zoubin GhahramaniProfessor, University of Cambridge, and Chief Scientist, UberDirección de correo verificada de eng.cam.ac.uk
Mehrdad FarajtabarResearch Scientist, Google DeepMindDirección de correo verificada de google.com
Le SongGeorgia Institute of TechnologyDirección de correo verificada de cc.gatech.edu
Adrian WellerPrincipal Research Fellow, Machine Learning, University of CambridgeDirección de correo verificada de eng.cam.ac.uk
Niloy GangulyDepartment of CSE, Indian Institute of Technology, KharagpurDirección de correo verificada de cse.iitkgp.ac.in
Sourangshu BhattacharyaAssistant Professor, at Dept. Computer Science and Engineering, Indian Institute of TechnologyDirección de correo verificada de cse.iitkgp.ernet.in
Abir DeAssistant Professor, CSE, IIT BombayDirección de correo verificada de cse.iitb.ac.in
Hongyuan Zha 査宏远College of Computing, Georgia Institute of TechnologyDirección de correo verificada de cc.gatech.edu
Bernhard SchölkopfDirector, Max Planck Institute for Intelligent Systems; Professor at ETH Zürich, and DistinguishedDirección de correo verificada de tuebingen.mpg.de
Lennart SvenssonProfessor in Signal Processing, Chalmers University of TechnologyDirección de correo verificada de chalmers.se
Pablo M. OlmosUniversity Carlos III de MadridDirección de correo verificada de tsc.uc3m.es
Charalampos MavroforakisBoston UniversityDirección de correo verificada de bu.edu
Przemyslaw A. GrabowiczAssistant Research Professor, UMASS, CICSDirección de correo verificada de cs.umass.edu
Behzad TabibianReasonal Inc.Dirección de correo verificada de btabibian.com
Utkarsh UpadhyayReasonal Inc.Dirección de correo verificada de mpi-sws.org

Isabel Valera

Probabilistic Learning Group Leader at Max Planck Institute for Intelligent Systems

Dirección de correo verificada de tuebingen.mpg.de - Página principal

Machine Learning Artificial Intelligence Bayesian Inference Temporal point processes Fairness


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
Fairness constraints: A mechanism for fair classification. MB Zafar, I Valera, MG Rodriguez, KP Gummadi International Conference on Artificial Intelligence and Statistics (AISTATS …, 2017	331	2017
Fairness beyond disparate treatment & disparate impact: Learning classification without disparate mistreatment MB Zafar, I Valera, M Gomez Rodriguez, KP Gummadi Proceedings of the 26th international conference on world wide web, 1171-1180, 2017	314	2017
Shaping social activity by incentivizing users M Farajtabar, N Du, MG Rodriguez, I Valera, H Zha, L Song Advances in neural information processing systems, 2474-2482, 2014	123	2014
From parity to preference-based notions of fairness in classification MB Zafar, I Valera, M Rodriguez, K Gummadi, A Weller Advances in Neural Information Processing Systems, 229-239, 2017	70	2017
Modeling adoption and usage of competing products I Valera, M Gomez-Rodriguez 2015 IEEE International Conference on Data Mining, 409-418, 2015	56*	2015
Learning and forecasting opinion dynamics in social networks A De, I Valera, N Ganguly, S Bhattacharya, MG Rodriguez Advances in Neural Information Processing Systems, 2016, 2016	55*	2016
Handling incomplete heterogeneous data using VAEs A Nazabal, PM Olmos, Z Ghahramani, I Valera arXiv preprint arXiv:1807.03653, 2018	44	2018
Bayesian Nonparametric Comorbidity Analysis of Psychiatric Disorders FJR Ruiz, I Valera, C Blanco, F Perez-Cruz Journal of Machine Learning Researc 15, 1215-1247, 2014	31	2014
Distilling information reliability and source trustworthiness from digital traces B Tabibian, I Valera, M Farajtabar, L Song, B Schölkopf, ... Proceedings of the 26th International Conference on World Wide Web, 847-855, 2017	25	2017
Modeling the dynamics of learning activity on the web C Mavroforakis, I Valera, M Gomez-Rodriguez Proceedings of the 26th International Conference on World Wide Web, 1421-1430, 2017	23*	2017
General Latent Feature Models for Heterogeneous Datasets* ZG I Valera, MF Pradier, M Lomeli arXiv preprint arXiv:1706.03779, 2017, 2017	18*	2017
Infinite factorial dynamical model I Valera, F Ruiz, L Svensson, F Perez-Cruz Advances in Neural Information Processing Systems, 1666-1674, 2015	18	2015
Fairness Constraints: A Flexible Approach for Fair Classification. MB Zafar, I Valera, M Gomez-Rodriguez, KP Gummadi Journal of Machine Learning Research 20 (75), 1-42, 2019	16	2019
Infinite factorial unbounded-state hidden markov model I Valera, FJR Ruiz, F Perez-Cruz IEEE transactions on pattern analysis and machine intelligence 38 (9), 1816-1828, 2015	16	2015
Automatic discovery of the statistical types of variables in a dataset I Valera, Z Ghahramani Proceedings of the 34th International Conference on Machine Learning-Volume …, 2017	15	2017
On the efficiency of the information networks in social media M Babaei, P Grabowicz, I Valera, KP Gummadi, M Gomez-Rodriguez Proceedings of the Ninth ACM International Conference on Web Search and Data …, 2016	14*	2016
Bayesian nonparametric modeling of suicide attempts F Ruiz, I Valera, C Blanco, F Perez-Cruz Advances in neural information processing systems, 1853-1861, 2012	13	2012
Boosting black box variational inference F Locatello, G Dresdner, R Khanna, I Valera, G Rätsch Advances in Neural Information Processing Systems, 3401-3411, 2018	10	2018
Enhancing the accuracy and fairness of human decision making I Valera, A Singla, MG Rodriguez Advances in Neural Information Processing Systems, 1769-1778, 2018	10	2018
One-network adversarial fairness T Adel, I Valera, Z Ghahramani, A Weller Proceedings of the AAAI Conference on Artificial Intelligence 33, 2412-2420, 2019	9	2019

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