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Dennis Wei
Dennis Wei
IBM Research
Verified email at us.ibm.com - Homepage
Title
Cited by
Cited by
Year
Optimized pre-processing for discrimination prevention
FP Calmon, D Wei, B Vinzamuri, KN Ramamurthy, KR Varshney
Proceedings of the 31st International Conference on Neural Information …, 2017
10312017
One Explanation Does Not Fit All: A Toolkit and Taxonomy of AI Explainability Techniques
V Arya, RKE Bellamy, PY Chen, A Dhurandhar, M Hind, SC Hoffman, ...
arXiv preprint arXiv:1909.03012, 2019
5022019
METHOD FOR MARKET RISK ASSESSMENT FOR HEALTHCARE APPLICATIONS
S Mahatma, A Mojsilovic, KN Ramamurthy, KR Varshney, D Wei, ...
US Patent 20,160,321,748, 2016
3212016
Boolean decision rules via column generation
S Dash, O Gunluk, D Wei
Advances in Neural Information Processing Systems 31, 4655-4665, 2018
2292018
A dictionary approach to electron backscatter diffraction indexing
YH Chen, SU Park, D Wei, G Newstadt, MA Jackson, JP Simmons, ...
Microscopy and Microanalysis 21 (3), 739-752, 2015
1702015
A dictionary approach to electron backscatter diffraction indexing
YH Chen, SU Park, D Wei, G Newstadt, MA Jackson, JP Simmons, ...
Microscopy and Microanalysis 21 (3), 739-752, 2015
1702015
Is there a trade-off between fairness and accuracy? A perspective using mismatched hypothesis testing
S Dutta, D Wei, H Yueksel, PY Chen, S Liu, K Varshney
International Conference on Machine Learning, 2803-2813, 2020
1692020
TED: Teaching AI to explain its decisions
M Hind, D Wei, M Campbell, NCF Codella, A Dhurandhar, A Mojsilović, ...
Proceedings of the 2019 AAAI/ACM Conference on AI, Ethics, and Society, 123-129, 2019
1682019
Linear programming algorithms for sparse filter design
T Baran, D Wei, AV Oppenheim
IEEE Transactions on Signal Processing 58 (3), 1605-1617, 2010
1652010
Deciding fast and slow: The role of cognitive biases in ai-assisted decision-making
C Rastogi, Y Zhang, D Wei, KR Varshney, A Dhurandhar, R Tomsett
Proceedings of the ACM on Human-Computer Interaction 6 (CSCW1), 1-22, 2022
1312022
Fair transfer learning with missing protected attributes
A Coston, KN Ramamurthy, D Wei, KR Varshney, S Speakman, ...
Proceedings of the 2019 AAAI/ACM Conference on AI, Ethics, and Society, 91-98, 2019
1182019
AI Explainability 360 Toolkit
V Arya, RKE Bellamy, PY Chen, A Dhurandhar, M Hind, SC Hoffman, ...
Proceedings of the 3rd ACM India Joint International Conference on Data …, 2021
1142021
Ensemble estimators for multivariate entropy estimation
K Sricharan, D Wei, AO Hero
IEEE Transactions on Information Theory 59 (7), 4374-4388, 2013
982013
DAGs with No Fears: A closer look at continuous optimization for learning Bayesian networks
D Wei, T Gao, Y Yu
Advances in Neural Information Processing Systems 33, 3895-3906, 2020
782020
Generalized Linear Rule Models
D Wei, S Dash, T Gao, O Gunluk
International Conference on Machine Learning, 6687-6696, 2019
772019
Interpretable Two-level Boolean Rule Learning for Classification
G Su, D Wei, KR Varshney, DM Malioutov
arXiv preprint arXiv:1511.07361, 2015
702015
SalUn: Empowering Machine Unlearning via Gradient-based Weight Saliency in Both Image Classification and Generation
C Fan, J Liu, Y Zhang, D Wei, E Wong, S Liu
arXiv preprint arXiv:2310.12508, 2023
682023
Your fairness may vary: Pretrained language model fairness in toxic text classification
I Baldini, D Wei, KN Ramamurthy, M Yurochkin, M Singh
arXiv preprint arXiv:2108.01250, 2021
642021
A Constant-Factor Bi-Criteria Approximation Guarantee for k-means++
D Wei
Advances in Neural Information Processing Systems, 604-612, 2016
582016
A constant-factor bi-criteria approximation guarantee for k-means++
D Wei
Advances in Neural Information Processing Systems 29, 604-612, 2016
582016
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