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Lei Ding
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Word embeddings via causal inference: Gender bias reducing and semantic information preserving
L Ding, D Yu, J Xie, W Guo, S Hu, M Liu, L Kong, H Dai, Y Bao, B Jiang
Proceedings of the AAAI Conference on Artificial Intelligence 36 (11), 11864 …, 2022
23*2022
Balancing gender bias in job advertisements with text-level bias mitigation
S Hu, JA Al-Ani, KD Hughes, N Denier, A Konnikov, L Ding, J Xie, Y Hu, ...
Frontiers in big Data 5, 805713, 2022
82022
Reducing selection bias in counterfactual reasoning for individual treatment effects estimation
Z Zhang, Q Lan, L Ding, Y Wang, N Hassanpour, R Greiner
NeurIPS 2019 Workshop on "Do the right thing": machine learning and causal …, 2019
82019
A method for generating synthetic longitudinal health data
L Mosquera, K El Emam, L Ding, V Sharma, XH Zhang, SE Kababji, ...
BMC Medical Research Methodology 23 (1), 67, 2023
72023
Conformalized Fairness via Quantile Regression
M Liu, L Ding, D Yu, W Liu, L Kong, B Jiang
Advances in Neural Information Processing Systems 35, 11561-11572, 2022
72022
Gaussian Differential Privacy on Riemannian Manifolds
Y Jiang, X Chang, Y Liu, L Ding, L Kong, B Jiang
Advances in Neural Information Processing Systems 36, 14665-14684, 2023
32023
Online local differential private quantile inference via self-normalization
Y Liu, Q Hu, L Ding, L Kong
International Conference on Machine Learning, 21698-21714, 2023
32023
Antibiotic resistome in groundwater and its association with mountain springs and river
FY Huang, Y Zhao, R Neilson, XY Zhou, H Li, L Ding, JQ Su
Ecotoxicology and Environmental Safety 252, 114603, 2023
32023
BIAS Word inventory for work and employment diversity,(in) equality and inclusivity (Version 1.0)
A Konnikov, N Denier, Y Hu, KD Hughes, J Alshehabi Al-Ani, L Ding, ...
SocArXiv, 2022
32022
Responsible AI for labour market equality (BIAS)
A Konnikov, I Rets, KD Hughes, JA Al-Ani, N Denier, L Ding, S Hu, Y Hu, ...
How to Manage International Multidisciplinary Research Projects, 75-87, 2022
12022
Measurement and Analysis of Cloud User Interest: A Glance From BitTorrent
L Ding, Y Li, H Wang, K Xu
IEEE INFOCOM 2020-IEEE Conference on Computer Communications Workshops …, 2020
12020
Gendered STEM Workforce in the United Kingdom: The Role of Gender Bias in Job Advertising
Y Hu, M Tarafdar, J Alshehabi Al-Ani, I Rets, S Hu, N Denier, KD Hughes, ...
HMSO, 2022
2022
Bridging Debiasing Tasks with Sufficient Projection: A General Theoretical Framework for Vector Representations
E Shi, L Ding, L Kong, B Jiang
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