متابعة
Hanna Wallach
Hanna Wallach
Partner Research Manager, Microsoft Research
بريد إلكتروني تم التحقق منه على dirichlet.net - الصفحة الرئيسية
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
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
27482011
Datasheets for datasets‏
T Gebru, J Morgenstern, B Vecchione, JW Vaughan, H Wallach, HD Iii, ...‏
Communications of the ACM 64 (12), 86-92, 2021‏
26952021
Topic modeling: beyond bag-of-words‏
HM Wallach‏
Proceedings of the 23rd international conference on Machine learning, 977-984, 2006‏
17292006
A reductions approach to fair classification‏
A Agarwal, A Beygelzimer, M Dudík, J Langford, H Wallach‏
International conference on machine learning, 60-69, 2018‏
13662018
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
13552020
Evaluation methods for topic models‏
HM Wallach, I Murray, R Salakhutdinov, D Mimno‏
Proceedings of the 26th annual international conference on machine learning …, 2009‏
13212009
Rethinking LDA: Why priors matter‏
H Wallach, D Mimno, A McCallum‏
Advances in neural information processing systems 22, 2009‏
10232009
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
9722019
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
9032021
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
6382020
Conditional random fields: An introduction‏
HM Wallach‏
Technical reports (CIS) 22, 2-6, 2004‏
6152004
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
6072019
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
5372019
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
4872009
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
4822020
Fairlearn: A toolkit for assessing and improving fairness in AI‏
S Bird, M Dudík, R Edgar, B Horn, R Lutz, V Milan, M Sameki, H Wallach, ...‏
Microsoft, Tech. Rep. MSR-TR-2020-32, 2020‏
4792020
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
477*2019
Measurement and fairness‏
AZ Jacobs, H Wallach‏
Proceedings of the 2021 ACM conference on fairness, accountability, and …, 2021‏
4652021
Counterfactual data augmentation for mitigating gender stereotypes in languages with rich morphology‏
R Zmigrod, SJ Mielke, H Wallach, R Cotterell‏
arXiv preprint arXiv:1906.04571, 2019‏
3322019
Stereotyping Norwegian salmon: An inventory of pitfalls in fairness benchmark datasets‏
SL Blodgett, G Lopez, A Olteanu, R Sim, H Wallach‏
Proceedings of the 59th Annual Meeting of the Association for Computational …, 2021‏
3212021
يتعذر على النظام إجراء العملية في الوقت الحالي. عاود المحاولة لاحقًا.
مقالات 1–20