K
v
ire
.com
←
Back
Night
Docs
Library
Review
…
Author
Hanna Wallach
also known as Hanna M Wallach, Hanna M. Wallach, Hanna Wallach
Microsoft Research (United Kingdom) · Microsoft (United States) · Pennsylvania State University · Johns Hopkins University
About this author
Works
163
Cited by
12,708
h-index
40
i10
77
ORCID ↗
Top papers
Advances in Neural Information Processing Systems 32 (NeurIPS 2019)
Hanna Wallach, Hugo Larochelle, Alina Beygelzimer, et al.
·
2020
·
SPIRE - Sciences Po Institutional REpository
↗ 2,419
Optimizing Semantic Coherence in Topic Models
David Mimno, Hanna Wallach, Edmund M. Talley, et al.
·
2011
·
ScholarWorks@UMassAmherst (University of Massachusetts Amherst)
↗ 1,247
OA
Topic modeling
Hanna Wallach
·
2006
↗ 1,064
Evaluation methods for topic models
Hanna Wallach, Iain Murray, Ruslan Salakhutdinov, et al.
·
2009
↗ 875
OA
Improving Fairness in Machine Learning Systems
Kenneth Holstein, Jennifer Wortman Vaughan, Hal Daumé, et al.
·
2019
↗ 668
Rethinking LDA: Why Priors Matter
Hanna Wallach, David Mimno, Andrew McCallum
·
2009
·
ScholarWorks@UMassAmherst (University of Massachusetts Amherst)
↗ 563
OA
Interpreting Interpretability: Understanding Data Scientists' Use of Interpretability Tools for Machine Learning
Harmanpreet Kaur, Harsha Nori, Samuel Jenkins, et al.
·
2020
↗ 497
Understanding the Effect of Accuracy on Trust in Machine Learning Models
Ming Yin, Jennifer Wortman Vaughan, Hanna Wallach
·
2019
↗ 488
Co-Designing Checklists to Understand Organizational Challenges and Opportunities around Fairness in AI
Michael Madaio, Luke Stark, Jennifer Wortman Vaughan, et al.
·
2020
↗ 393
OA
Polylingual topic models
David Mimno, Hanna Wallach, Jason Naradowsky, et al.
·
2009
↗ 338
OA
Datasheets for datasets
Timnit Gebru, Jamie Morgenstern, Briana Vecchione, et al.
·
2021
·
Communications of the ACM
↗ 334
OA
Conditional Random Fields: An Introduction
Hanna Wallach
·
2004
·
ScholarlyCommons (University of Pennsylvania)
↗ 300
OA