Hanna Wallach

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David MimnoAssociate Professor, Cornell UniversityDirección de correo verificada de cornell.edu
Andrew McCallumDistinguished Professor of Computer Science, University of Massachusetts AmherstDirección de correo verificada de cs.umass.edu
Hal Daumé IIIAssociate Professor of Computer Science, University of MarylandDirección de correo verificada de umiacs.umd.edu
Jennifer Wortman VaughanSenior Principal Researcher, Microsoft Research, New York CityDirección de correo verificada de microsoft.com
Solon BarocasPrincipal Researcher, Microsoft Research; Adjunct Assistant Professor, Information Science, CornellDirección de correo verificada de cornell.edu
Aaron ScheinPostdoctoral Fellow in Data Science Institute at Columbia UniversityDirección de correo verificada de columbia.edu
Miroslav DudikMicrosoft ResearchDirección de correo verificada de microsoft.com
Briana VecchioneCornell UniversityDirección de correo verificada de cornell.edu
David BleiProfessor of Statistics and Computer Science, Columbia UniversityDirección de correo verificada de columbia.edu
Su Lin BlodgettMicrosoft Research MontréalDirección de correo verificada de microsoft.com
Edmund M TalleyNational Institutes of HealthDirección de correo verificada de nih.gov
Bruce A. DesmaraisProfessor, Department of Political Science, Penn State UniversityDirección de correo verificada de psu.edu
Ryan CotterellETH ZürichDirección de correo verificada de inf.ethz.ch
Mingyuan ZhouAssociate Professor, University of Texas at AustinDirección de correo verificada de mccombs.utexas.edu
Jamie MorgensternUniversity of WashingtonDirección de correo verificada de cs.washington.edu
Katherine HellerGoogle ResearchDirección de correo verificada de gatsby.ucl.ac.uk
Michael A. MadaioMicrosoft ResearchDirección de correo verificada de cs.cmu.edu
Iain MurraySchool of Informatics, University of Edinburgh and AmazonDirección de correo verificada de ed.ac.uk
Ruslan SalakhutdinovUPMC Professor, Machine Learning Department, CMUDirección de correo verificada de cs.cmu.edu
David A. SmithAssociate Professor, College of Computer and Information Science, Northeastern UniversityDirección de correo verificada de ccs.neu.edu

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Hanna Wallach

Partner Research Manager, Microsoft Research

Dirección de correo verificada de dirichlet.net - Página principal

Fairness Interpretability Computational Social Science Machine Learning Natural Language Processing


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
Optimizing semantic coherence in topic models D Mimno, H Wallach, E Talley, M Leenders, A McCallum Proceedings of the 2011 conference on empirical methods in natural language …, 2011	1766	2011
Topic modeling: beyond bag-of-words HM Wallach Proceedings of the 23rd international conference on Machine learning, 977-984, 2006	1462	2006
Evaluation methods for topic models HM Wallach, I Murray, R Salakhutdinov, D Mimno Proceedings of the 26th annual international conference on machine learning …, 2009	1053	2009
Datasheets for datasets T Gebru, J Morgenstern, B Vecchione, JW Vaughan, H Wallach, HD Iii, ... Communications of the ACM 64 (12), 86-92, 2021	916	2021
Rethinking LDA: Why priors matter H Wallach, D Mimno, A McCallum Advances in neural information processing systems 22, 2009	854	2009
A reductions approach to fair classification A Agarwal, A Beygelzimer, M Dudík, J Langford, H Wallach International Conference on Machine Learning, 60-69, 2018	646	2018
Advances in neural information processing systems 31 S Bengio, HM Wallach, H Larochelle, K Grauman, N Cesa‐Bianchi, ... Annual conference on neural information processing systems 2018, NeurIPS …, 2018	550*	2018
Conditional random fields: An introduction HM Wallach Technical Reports (CIS), 22, 2004	537	2004
Improving fairness in machine learning systems: What do industry practitioners need? K Holstein, J Wortman Vaughan, H Daumé III, M Dudik, H Wallach Proceedings of the 2019 CHI conference on human factors in computing systems …, 2019	435	2019
Polylingual topic models D Mimno, H Wallach, J Naradowsky, DA Smith, A McCallum Proceedings of the 2009 conference on empirical methods in natural language …, 2009	430	2009
Manipulating and measuring model interpretability F Poursabzi-Sangdeh, DG Goldstein, JM Hofman, JW Wortman Vaughan, ... Proceedings of the 2021 CHI conference on human factors in computing systems …, 2021	421	2021
Language (Technology) is Power: A Critical Survey of "Bias" in NLP SL Blodgett, S Barocas, H Daumé III, H Wallach arXiv preprint arXiv:2005.14050, 2020	409	2020
Interpreting interpretability: understanding data scientists' use of interpretability tools for machine learning H Kaur, H Nori, S Jenkins, R Caruana, H Wallach, J Wortman Vaughan Proceedings of the 2020 CHI conference on human factors in computing systems …, 2020	231	2020
Efficient training of conditional random fields H Wallach Master’s thesis, University of Edinburgh, 2002	230	2002
Understanding the effect of accuracy on trust in machine learning models M Yin, J Wortman Vaughan, H Wallach Proceedings of the 2019 chi conference on human factors in computing systems …, 2019	220	2019
Structured topic models for language HM Wallach University of Cambridge, 2008	218	2008
Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, 8-14 December 2019, Vancouver, BC, Canada, 2019 HM Wallach, H Larochelle, A Beygelzimer, F d’Alché-Buc, EB Fox, ... URL http://papers. nips. cc/book/advances-in-neural-information-processing …, 2019	217*	2019
Bias in bios: A case study of semantic representation bias in a high-stakes setting M De-Arteaga, A Romanov, H Wallach, J Chayes, C Borgs, ... proceedings of the Conference on Fairness, Accountability, and Transparency …, 2019	202	2019
Co-designing checklists to understand organizational challenges and opportunities around fairness in AI MA Madaio, L Stark, J Wortman Vaughan, H Wallach Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems …, 2020	175	2020
Generating summary keywords for emails using topics M Dredze, HM Wallach, D Puller, F Pereira Proceedings of the 13th international conference on Intelligent user …, 2008	147	2008

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