Hanna Wallach - Concepedia

Author

Hanna Wallach

Microsoft (United States)ORCID

Also Known As

Hanna M Wallach, Hanna M. Wallach, Hanna Wallach, Sorelle Friedler, Wallach, Hanna, Wallach, Hanna M., Zhou, Mingyuan

160

Publications

12.5K

Citations

H-Index

166

Concepts

All Affiliations

Microsoft (United States)University of Massachusetts Amherst Microsoft Research New York City (United States)Microsoft Research (United Kingdom)University of Cambridge

About

Hanna Wallach is an author at Microsoft (United States) specializing in engineering, data science, and computer science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	25	40	5.6K
2	Arts	7	7	200
3	Education	3	3	172
4	Business	2	2	181
5	Health Sciences	1	1	45

Hanna Wallach

Publications

11.9K

Citations

H-Index

Page 1

	Year	Citations
Advances in Neural Information Processing Systems 32 (NeurIPS 2019) Hanna Wallach, Hugo Larochelle, Alina Beygelzimer, SPIRE - Sciences Po Institutional REpository	2020	2.4K
Optimizing Semantic Coherence in Topic Models David Mimno, Hanna Wallach, Edmund M. Talley, ScholarWorks@UMassAmherst (University of Massachusetts Amherst)	2011	1.2K
Topic modeling Hanna Wallach EngineeringUnigram Topic ModelCorpus LinguisticsText MiningWord Embeddings	2006	1.1K
Evaluation methods for topic models Hanna Wallach, Iain Murray, Ruslan Salakhutdinov,	2009	866
Improving Fairness in Machine Learning Systems Kenneth Holstein, Jennifer Wortman Vaughan, Hal Daumé, Artificial IntelligenceComputational Social ScienceEngineeringMachine LearningData Science	2019	630
Rethinking LDA: Why Priors Matter Hanna Wallach, David Mimno, Andrew McCallum ScholarWorks@UMassAmherst (University of Massachusetts Amherst)	2009	561
Interpreting Interpretability: Understanding Data Scientists' Use of Interpretability Tools for Machine Learning Harmanpreet Kaur, Harsha Nori, Samuel Jenkins, EngineeringMachine LearningMachine Learning ToolData VisualizationInterpretability Tools	2020	474
Understanding the Effect of Accuracy on Trust in Machine Learning Models Ming Yin, Jennifer Wortman Vaughan, Hanna Wallach Artificial IntelligenceEngineeringTrust Management ArchitectureVerificationMachine Learning Models	2019	457
Co-Designing Checklists to Understand Organizational Challenges and Opportunities around Fairness in AI Michael Madaio, Luke Stark, Jennifer Wortman Vaughan, Artificial IntelligenceComputer EthicEngineeringCo-designing ChecklistsDigital Ethic	2020	373
Polylingual topic models David Mimno, Hanna Wallach, Jason Naradowsky, EngineeringCross-lingual RepresentationPolylingual Topic ModelsCorpus LinguisticsText Mining	2009	335

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