Moninder Singh
Moninder Singh
IBM Research AI
Verified email at - Homepage
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AI Fairness 360: An Extensible Toolkit for Detecting and Mitigating Algorithmic Bias
RKE Bellamy, K Dey, M Hind, SC Hoffman, S Houde, K Kannan, P Lohia, ...
IBM Journal of Research and Development, 2019
System, method, and business methods for enforcing privacy preferences on personal-data exchanges across a network
KA Bohrer, CA Chess, RL Hoch, J Karat, D Kesdogan, X Liu, ...
US Patent 7,478,157, 2009
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
Construction of Bayesian Network Structures from Data: a Brief Survey and an Efficient Algorithm
M Singh, M Valtorta
International journal of approximate reasoning 11, 1-158, 1994
Framework for security and privacy in automotive telematics
S Duri, M Gruteser, X Liu, P Moskowitz, R Perez, M Singh, JM Tang
Proceedings of the 2nd international workshop on Mobile commerce, 25-32, 2002
Learning goal oriented Bayesian networks for telecommunications risk management
KJ Ezawa, M Singh, SW Norton
ICML, 139-147, 1996
Method and knowledge structures for reasoning about concepts, relations, and rules
L Gong, L Morgenstern, ET Mueller, D Riecken, M Singh
US Patent 7,447,667, 2008
Method, system, and apparatus for dynamic data-driven privacy policy protection and data sharing
SS Duri, JG Elliott, X Liu, PA Moskowitz, GV Salmi, M Singh, JM Tang
US Patent 7,401,233, 2008
An algorithm for the construction of Bayesian network structures from data
M Singh, M Valtorta
Uncertainty in Artificial Intelligence, 259-265, 1993
Efficient learning of selective Bayesian network classifiers
M Singh, GM Provan
Secure system and method for enforcement of privacy policy and protection of confidentiality
SS Duri, X Liu, PA Moskowitz, R Perez, EG Schonberg, M Singh, ...
US Patent 7,353,532, 2008
Winning the KDD cup orange challenge with ensemble selection
A Niculescu-Mizil, C Perlich, G Swirszcz, V Sindhwani, Y Liu, P Melville, ...
Proceedings of the 2009 International Conference on KDD-Cup 2009-Volume 7, 23-34, 2009
Teaching AI Agents Ethical Values Using Reinforcement Learning and Policy Orchestration
R Noothigattu, D Bouneffouf, N Mattei, R Chandra, P Madan, K Varshney, ...
IBM Journal of Research & Development, 2019
Secure system and method for enforcement of privacy policy and protection of confidentiality
SS Duri, MO Gruteser, X Liu, PA Moskowitz, R Perez, EG Schonberg, ...
US Patent 7,401,352, 2008
Learning Bayesian networks using feature selection
GM Provan, M Singh
Learning from Data, 291-300, 1996
System for automated part-number mapping
G Chidiac, JR Kalagnanam, M Singh, S Verma, FD White, MD Patek, ...
US Patent 7,512,553, 2009
Statistical methods for automated generation of service engagement staffing plans
J Hu, BK Ray, M Singh
IBM Journal of Research and Development 51 (3.4), 281-293, 2007
Learning Bayesian networks from incomplete data
M Singh
AAAI/IAAI, 534-539, 1997
A comparison of induction algorithms for selective and non-selective Bayesian classifiers
M Singh, GM Provan
Machine Learning Proceedings 1995, 497-505, 1995
Data protection and data sharing in telematics
S Duri, J Elliott, M Gruteser, X Liu, P Moskowitz, R Perez, M Singh, ...
Mobile networks and applications 9 (6), 693-701, 2004
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