Moninder Singh

Jianying Hu, Aleksandra Mojsilovic, Moninder Singh, 2009, 2009 IEEE/INFORMS International Conference on Service Operations, Logistics and Informatics.

Learning bayesian networks for solving real-world problems

Mitchell P. Marcus, Gregory Provan, Mitch Marcus, 1998 .

An Algorithm for the Construction of Bayesian Network Structures from Data pdf

Moninder Singh, Marco Valtorta, Moninder Singh, 1993, UAI.

K-means clustering of proportional data using L1 distance

Jianying Hu, Hisashi Kashima, Moninder Singh, 2008, 2008 19th International Conference on Pattern Recognition.

Path consistency revisited

Moninder Singh, Moninder Singh, 1995, Proceedings of 7th IEEE International Conference on Tools with Artificial Intelligence.

Efficient Path Consistency Algorithms for Constraint Satisfaction Problems

Moninder Singh, 1995 .

Dose-response signal estimation and optimization for salesforce management

Kush R. Varshney, Moninder Singh, Moninder Singh, 2013, Proceedings of 2013 IEEE International Conference on Service Operations and Logistics, and Informatics.

Sales-force performance analytics and optimization

Mark S. Squillante, Kush R. Varshney, Aleksandra Mojsilovic, 2012, IBM J. Res. Dev..

Decision trees for heterogeneous dose-response signal analysis

Jun Wang, Kush R. Varshney, Moninder Singh, 2012, 2012 IEEE Statistical Signal Processing Workshop (SSP).

Effectiveness of peer detailing in a diarrhea program in Nigeria

Kush R. Varshney, Aleksandra Mojsilovic, Moninder Singh, 2017, IBM J. Res. Dev..

Function Composition in Trustworthy Machine Learning: Implementation Choices, Insights, and Questions

Samuel C. Hoffman, Moninder Singh, K. Ramamurthy, 2023, ArXiv.

An Empirical Study of Accuracy, Fairness, Explainability, Distributional Robustness, and Adversarial Robustness pdf

Kush R. Varshney, Reginald E. Bryant, Moninder Singh, 2021, ArXiv.

Understanding racial bias in health using the Medical Expenditure Panel Survey data pdf

Karthikeyan Natesan Ramamurthy, Moninder Singh, Moninder Singh, 2019, ArXiv.

Introduction to Explainable AI

Rachel K. E. Bellamy, Q. Vera Liao, Yunfeng Zhang, 2021, CHI Extended Abstracts.

Estimating Fungibility Between Skills by Combining Skill Similarities Obtained from Multiple Data Sources

Moninder Singh, S. Vasudevan, Joydeep Mondal, 2018, Data Science and Engineering.

One Explanation Does Not Fit All: A Toolkit and Taxonomy of AI Explainability Techniques pdf

Amit Dhurandhar, Yunfeng Zhang, Rachel K. E. Bellamy, 2019, ArXiv.

AI Explainability 360: An Extensible Toolkit for Understanding Data and Machine Learning Models

Amit Dhurandhar, Rachel K. E. Bellamy, Kush R. Varshney, 2020, J. Mach. Learn. Res..

Interactive Visual Salesforce Analytics

Kush R. Varshney, Aleksandra Mojsilovic, Moninder Singh, 2012, ICIS.

Comparison of Methods to Reduce Bias From Clinical Prediction Models of Postpartum Depression

Moninder Singh, Jianying Hu, I. Dankwa-Mullan, 2021, JAMA network open.

Learning Bayesian Networks Using Feature Selection

Gregory M. Provan, Moninder Singh, G. Provan, 1995, AISTATS.

Object Oriented XML Query by Example

Edith Schonberg, Xuan Liu, Moninder Singh, 2003, ER.

Learning Goal Oriented Bayesian Networks for Telecommunications Risk Management

Moninder Singh, Kazuo J. Ezawa, Steven W. Norton, 1996, ICML.

Data Mining and Model Simplicity: A Case Study in Diagnosis

Gregory M. Provan, Moninder Singh, G. Provan, 1996, KDD.

Algebra jam: supporting teamwork and managing roles in a collaborative learning environment

Mark K. Singley, Moninder Singh, Robert G. Farrell, 2000, CSCW '00.

Ground-Truth, Whose Truth? - Examining the Challenges with Annotating Toxic Text Datasets pdf

Karthikeyan Natesan Ramamurthy, Ioana Baldini, Kofi Arhin, 2021, ArXiv.

Anomaly Attribution with Likelihood Compensation

Amit Dhurandhar, Tsuyoshi Idé, Naoki Abe, 2021, AAAI.

Your fairness may vary: Pretrained language model fairness in toxic text classification

Moninder Singh, Mikhail Yurochkin, K. Ramamurthy, 2021, FINDINGS.

Your fairness may vary: Group fairness of pretrained language models in toxic text classification

Moninder Singh, Mikhail Yurochkin, K. Ramamurthy, 2021, ArXiv.

Teaching AI Agents Ethical Values Using Reinforcement Learning and Policy Orchestration

Kush R. Varshney, Nicholas Mattei, Djallel Bouneffouf, 2019, IJCAI.

AI Explainability 360: Impact and Design pdf

Amit Dhurandhar, Rachel K. E. Bellamy, Kush R. Varshney, 2021, AAAI.

Estimating Post-Event Seller Productivity Profiles in Dynamic Sales Organizations

Kush R. Varshney, Aleksandra Mojsilovic, Mayank Sharma, 2011, 2011 IEEE 11th International Conference on Data Mining Workshops.

AI Explainability 360 Toolkit

Amit Dhurandhar, Yunfeng Zhang, Rachel K. E. Bellamy, 2020, COMAD/CODS.

Estimating Fungibility Between Skills by Combining Skill Similarities Obtained from Multiple Data Sources

Moninder Singh, Shrihari Vasudevan, Brian Johnston, 2017, Data Science and Engineering.

AI explainability 360: hands-on tutorial

Amit Dhurandhar, Yunfeng Zhang, Rachel K. E. Bellamy, 2020, FAT*.

Interpretable Multi-Objective Reinforcement Learning through Policy Orchestration pdf

Kush R. Varshney, Francesca Rossi, Nicholas Mattei, 2018, ArXiv.

Propensity modeling for employee Re-skilling

Karthikeyan Natesan Ramamurthy, Moninder Singh, Shrihari Vasudevan, 2017, 2017 IEEE Global Conference on Signal and Information Processing (GlobalSIP).

Identifying Employees for Re-skilling Using an Analytics-Based Approach

Karthikeyan Natesan Ramamurthy, Moninder Singh, Michael Davis, 2015, 2015 IEEE International Conference on Data Mining Workshop (ICDMW).

Assessing National Development Plans for Alignment With Sustainable Development Goals via Semantic Search

Kush R. Varshney, Moninder Singh, Aditya Vempaty, 2018, AAAI.

Semantic Searching for Efficient Assessment of Sustainable Development in National Plans

Moninder Singh, K. Varshney, Lingfei Wu, 2017 .

Learning Bayesian Networks from Incomplete Data

Moninder Singh, Moninder Singh, 1997, AAAI/IAAI.

Introduction to Explainable AI

Yunfeng Zhang, Moninder Singh, Q. Vera Liao, 2020, CHI Extended Abstracts.

An Analytics Approach for Proactively Combating Voluntary Attrition of Employees

Kush R. Varshney, Aleksandra Mojsilovic, Moninder Singh, 2012, 2012 IEEE 12th International Conference on Data Mining Workshops.

Think Your Artificial Intelligence Software Is Fair? Think Again

Yunfeng Zhang, Kush R. Varshney, Karthikeyan Natesan Ramamurthy, 2019, IEEE Software.

Statistical methods for automated generation of service engagement staffing plans

Jianying Hu, Moninder Singh, Bonnie K. Ray, 2007, IBM J. Res. Dev..

Efficient Learning of Selective Bayesian Network Classifiers

Gregory M. Provan, Moninder Singh, G. Provan, 1996, ICML.

A talent management tool using propensity to leave analytics

Karthikeyan Natesan Ramamurthy, Moninder Singh, Yichong Yu, 2015, 2015 IEEE International Conference on Data Science and Advanced Analytics (DSAA).

MCMC inference of the shape and variability of time-response signals

Kush R. Varshney, Aleksandra Mojsilovic, Moninder Singh, 2011, 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).