Kush R. Varshney
Kush R. Varshney
IBM Research AI
כתובת אימייל מאומתת בדומיין us.ibm.com - דף הבית
כותרת
צוטט על ידי
צוטט על ידי
שנה
AI Fairness 360: An extensible toolkit for detecting, understanding, and mitigating unwanted algorithmic bias
RKE Bellamy, K Dey, M Hind, SC Hoffman, S Houde, K Kannan, P Lohia, ...
IBM Journal of Research and Development, 2018
383*2018
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
3772017
Sparsity-driven synthetic aperture radar imaging: Reconstruction, autofocusing, moving targets, and compressed sensing
M Çetin, I Stojanović, NÖ Önhon, K Varshney, S Samadi, WC Karl, ...
IEEE Signal Processing Magazine 31 (4), 27-40, 2014
2232014
Sparse representation in structured dictionaries with application to synthetic aperture radar
KR Varshney, M Çetin, JW Fisher, AS Willsky
IEEE Transactions on Signal Processing 56 (8), 3548-3561, 2008
2012008
Method for market risk assessment for healthcare applications
S Mahatma, A Mojsilovic, KN Ramamurthy, KR Varshney, D Wei, ...
US Patent App. 14/699,482, 2016
1672016
FactSheets: Increasing trust in AI services through supplier's declarations of conformity
M Arnold, RKE Bellamy, M Hind, S Houde, S Mehta, A Mojsilović, R Nair, ...
IBM Journal of Research and Development 63 (4/5), 6: 1-6: 13, 2019
157*2019
On the safety of machine learning: Cyber-physical systems, decision sciences, and data products
KR Varshney, H Alemzadeh
Big data 5 (3), 246-255, 2017
1352017
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
1212019
Engineering safety in machine learning
KR Varshney
2016 Information Theory and Applications Workshop (ITA), 1-5, 2016
932016
Exact rule learning via boolean compressed sensing
D Malioutov, K Varshney
International Conference on Machine Learning, 765-773, 2013
842013
The effect of extremist violence on hateful speech online
A Olteanu, C Castillo, J Boy, K Varshney
Proceedings of the International AAAI Conference on Web and Social Media 12 (1), 2018
832018
Collaborative kalman filtering for dynamic matrix factorization
JZ Sun, D Parthasarathy, KR Varshney
IEEE Transactions on Signal Processing 62 (14), 3499-3509, 2014
772014
Fairness GAN: Generating datasets with fairness properties using a generative adversarial network
P Sattigeri, SC Hoffman, V Chenthamarakshan, KR Varshney
IBM Journal of Research and Development 63 (4/5), 3: 1-3: 9, 2019
69*2019
A big data approach to computational creativity: The curious case of Chef Watson
LR Varshney, F Pinel, KR Varshney, D Bhattacharjya, A Schörgendorfer, ...
IBM Journal of Research and Development 63 (1), 7: 1-7: 18, 2019
66*2019
Dynamic matrix factorization: A state space approach
JZ Sun, KR Varshney, K Subbian
2012 IEEE International Conference on Acoustics, Speech and Signal …, 2012
632012
Cognition as a part of computational creativity
LR Varshney, F Pinel, KR Varshney, A Schörgendorfer, YM Chee
2013 IEEE 12th international conference on cognitive informatics and …, 2013
572013
Invariant risk minimization games
K Ahuja, K Shanmugam, K Varshney, A Dhurandhar
International Conference on Machine Learning, 145-155, 2020
562020
Targeting villages for rural development using satellite image analysis
KR Varshney, GH Chen, B Abelson, K Nowocin, V Sakhrani, L Xu, ...
Big Data 3 (1), 41-53, 2015
492015
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
472019
Quantization of prior probabilities for hypothesis testing
KR Varshney, LR Varshney
IEEE Transactions on Signal Processing 56 (10), 4553-4562, 2008
472008
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מאמרים 1–20