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Dennis Wei
Dennis Wei
IBM Research
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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
5712017
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
2582019
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
2532016
Linear programming algorithms for sparse filter design
T Baran, D Wei, AV Oppenheim
IEEE Transactions on Signal Processing 58 (3), 1605-1617, 2010
1542010
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
1312015
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
1312015
Boolean decision rules via column generation
S Dash, O Gunluk, D Wei
Advances in Neural Information Processing Systems 31, 4655-4665, 2018
1172018
Ensemble estimators for multivariate entropy estimation
K Sricharan, D Wei, AO Hero
IEEE Transactions on Information Theory 59 (7), 4374-4388, 2013
862013
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
832019
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
602019
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
552020
Interpretable Two-level Boolean Rule Learning for Classification
G Su, D Wei, KR Varshney, DM Malioutov
arXiv preprint arXiv:1511.07361, 2015
552015
A branch-and-bound algorithm for quadratically-constrained sparse filter design
D Wei, AV Oppenheim
IEEE Transactions on Signal Processing 61 (4), 1006-1018, 2013
482013
Multistage adaptive estimation of sparse signals
D Wei, AO Hero
IEEE Journal of Selected Topics in Signal Processing 7 (5), 783-796, 2013
432013
A Constant-Factor Bi-Criteria Approximation Guarantee for k-means++
D Wei
Advances in Neural Information Processing Systems, 604-612, 2016
422016
A constant-factor bi-criteria approximation guarantee for k-means++
D Wei
Advances in Neural Information Processing Systems 29, 604-612, 2016
422016
Sparse filter design under a quadratic constraint: Low-complexity algorithms
D Wei, CK Sestok, AV Oppenheim
IEEE Transactions on Signal Processing 61 (4), 857-870, 2013
412013
Video stabilization and reduction of rolling shutter distortion
W Hong, D Wei, AU Batur
US Patent 8,179,446, 2012
412012
Video stabilization and reduction of rolling shutter distortion
W Hong, D Wei, AU Batur
US Patent 8,179,446, 2012
412012
AI Explainability 360: An Extensible Toolkit for Understanding Data and Machine Learning Models.
V Arya, RKE Bellamy, PY Chen, A Dhurandhar, M Hind, SC Hoffman, ...
J. Mach. Learn. Res. 21 (130), 1-6, 2020
382020
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Artikelen 1–20