Pranay Lohia

According to our database, Pranay Lohia authored at least 19 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

High Significant Fault Detection in Azure Core Workload Insights.

Pranay Lohia, Laurent Boué, Sharath Ranganath, Vijay Agneeswaran

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2022

Counterfactual Multi-Token Fairness in Text Classification.

Pranay Lohia

CoRR, 2022

Beyond Fairness: Reparative Algorithms to Address Historical Injustices of Housing Discrimination in the US.

Wonyoung So, Pranay Lohia, Rakesh Pimplikar, A. E. Hosoi, Catherine D'Ignazio

Proceedings of the FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21, 2022

2021

Data Quality Toolkit: Automatic assessment of data quality and remediation for machine learning datasets.

Nitin Gupta, Hima Patel, Shazia Afzal, Naveen Panwar, Ruhi Sharma Mittal, Shanmukha C. Guttula, Abhinav Jain, Lokesh Nagalapatti, Sameep Mehta, Sandeep Hans, Pranay Lohia, Aniya Aggarwal, Diptikalyan Saha

CoRR, 2021

Priority-based Post-Processing Bias Mitigation for Individual and Group Fairness.

Pranay Lohia

CoRR, 2021

2020

Ranking Marginal Influencers in a Target-labeled Network.

Pranay Lohia, Kalapriya Kannan, Karan Rai, Srikanta Bedathur

Proceedings of the CoDS-COMAD 2020: 7th ACM IKDD CoDS and 25th COMAD, 2020

2019

Think Your Artificial Intelligence Software Is Fair? Think Again.

Rachel K. E. Bellamy, Kuntal Dey, Michael Hind, Samuel C. Hoffman, Stephanie Houde, Kalapriya Kannan, Pranay Lohia, Sameep Mehta, Aleksandra Mojsilovic, Seema Nagar, Karthikeyan Natesan Ramamurthy, John T. Richards, Diptikalyan Saha, Prasanna Sattigeri, Moninder Singh, Kush R. Varshney, Yunfeng Zhang

IEEE Softw., 2019

AI Fairness 360: An extensible toolkit for detecting and mitigating algorithmic bias.

Rachel K. E. Bellamy, Kuntal Dey, Michael Hind, Samuel C. Hoffman, Stephanie Houde, Kalapriya Kannan, Pranay Lohia, Jacquelyn Martino, Sameep Mehta, Aleksandra Mojsilovic, Seema Nagar, Karthikeyan Natesan Ramamurthy, John T. Richards, Diptikalyan Saha, Prasanna Sattigeri, Moninder Singh, Kush R. Varshney, Yunfeng Zhang

IBM J. Res. Dev., 2019

Design diagrams as ontological source.

Pranay Lohia, Kalapriya Kannan, Biplav Srivastava, Sameep Mehta

Proceedings of the ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2019

Black box fairness testing of machine learning models.

Aniya Aggarwal, Pranay Lohia, Seema Nagar, Kuntal Dey, Diptikalyan Saha

Proceedings of the ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2019

On Efficiently Processing Workflow Provenance Queries in Spark.

Rajmohan C, Pranay Lohia, Himanshu Gupta, Siddhartha Brahma, Mauricio A. Hernández, Sameep Mehta

Proceedings of the 39th IEEE International Conference on Distributed Computing Systems, 2019

Bias Mitigation Post-processing for Individual and Group Fairness.

Pranay Kr. Lohia, Karthikeyan Natesan Ramamurthy, Manish Bhide, Diptikalyan Saha, Kush R. Varshney, Ruchir Puri

Proceedings of the IEEE International Conference on Acoustics, 2019

Ownership Preserving AI Market Places Using Blockchain.

Nishant Baranwal Somy, Kalapriya Kannan, Vijay Arya, Sandeep Hans, Abhishek Singh, Pranay Lohia, Sameep Mehta

Proceedings of the IEEE International Conference on Blockchain, 2019

2018

Tooling Framework for Instantiating Natural Language Querying System.

Manasa Jammi, Jaydeep Sen, Ashish R. Mittal, Sagar Verma, Vardaan Pahuja, Rema Ananthanarayanan, Pranay Lohia, Hima Karanam, Diptikalyan Saha, Karthik Sankaranarayanan

Proc. VLDB Endow., 2018

AI Fairness 360: An Extensible Toolkit for Detecting, Understanding, and Mitigating Unwanted Algorithmic Bias.

Rachel K. E. Bellamy, Kuntal Dey, Michael Hind, Samuel C. Hoffman, Stephanie Houde, Kalapriya Kannan, Pranay Lohia, Jacquelyn Martino, Sameep Mehta, Aleksandra Mojsilovic, Seema Nagar, Karthikeyan Natesan Ramamurthy, John T. Richards, Diptikalyan Saha, Prasanna Sattigeri, Moninder Singh, Kush R. Varshney, Yunfeng Zhang

CoRR, 2018

Automated Test Generation to Detect Individual Discrimination in AI Models.

Aniya Aggarwal, Pranay Lohia, Seema Nagar, Kuntal Dey, Diptikalyan Saha

CoRR, 2018

DataVizard: Recommending Visual Presentations for Structured Data.

Rema Ananthanarayanan, Pranay Kr. Lohia, Srikanta Bedathur

Proceedings of the 21st International Workshop on the Web and Databases, 2018

2017

Video analysis of "YouTube funnies" to aid the study of human gait and falls - preliminary results and proof of concept.

Babak Taati, Pranay Lohia, Avril Mansfield, Ahmed Bilal Ashraf

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Provenance in Context of Hadoop as a Service (HaaS) - State of the Art and Research Directions.

Himanshu Gupta, Sameep Mehta, Sandeep Hans, Bapi Chatterjee, Pranay Lohia, Rajmohan C

Proceedings of the 2017 IEEE 10th International Conference on Cloud Computing (CLOUD), 2017