Pranay Lohia

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 22

Top Topics

Machine Learning

Top Venues

ESEC/SIGSOFT FSE

Proc. VLDB Endow.

Publications

Pranay Lohia, Badri Narayana Patro, Naveen Panwar, Vijay Agneeswaran
SPASE: Spatial Saliency Explanation For Time Series Models. ICASSP (2024)
Pranay Lohia, Laurent Boué, Sharath Ranganath, Vijay Agneeswaran
High Significant Fault Detection in Azure Core Workload Insights. AAAI (2024)
Pranay Lohia, Laurent Boué, Sharath Kumar Rangappa, Vijay Agneeswaran
High Significant Fault Detection in Azure Core Workload Insights. CoRR (2024)
Wonyoung So, Pranay Lohia, Rakesh Pimplikar, A. E. Hosoi, Catherine D'Ignazio
Beyond Fairness: Reparative Algorithms to Address Historical Injustices of Housing Discrimination in the US. FAccT (2022)
Pranay Lohia
Counterfactual Multi-Token Fairness in Text Classification. CoRR (2022)
Pranay Lohia
Priority-based Post-Processing Bias Mitigation for Individual and Group Fairness. CoRR (2021)
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
Data Quality Toolkit: Automatic assessment of data quality and remediation for machine learning datasets. CoRR (2021)
Pranay Lohia, Kalapriya Kannan, Karan Rai, Srikanta Bedathur
Ranking Marginal Influencers in a Target-labeled Network. COMAD/CODS (2020)
Nishant Baranwal Somy, Kalapriya Kannan, Vijay Arya, Sandeep Hans, Abhishek Singh, Pranay Lohia, Sameep Mehta
Ownership preserving AI Market Places using Blockchain. CoRR (2020)
Nishant Baranwal Somy, Kalapriya Kannan, Vijay Arya, Sandeep Hans, Abhishek Singh, Pranay Lohia, Sameep Mehta
Ownership Preserving AI Market Places Using Blockchain. Blockchain (2019)
Aniya Aggarwal, Pranay Lohia, Seema Nagar, Kuntal Dey, Diptikalyan Saha
Black box fairness testing of machine learning models. ESEC/SIGSOFT FSE (2019)
Pranay Lohia, Kalapriya Kannan, Biplav Srivastava, Sameep Mehta
Design diagrams as ontological source. ESEC/SIGSOFT FSE (2019)
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
Think Your Artificial Intelligence Software Is Fair? Think Again. IEEE Softw. 36 (4) (2019)
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
AI Fairness 360: An extensible toolkit for detecting and mitigating algorithmic bias. IBM J. Res. Dev. 63 (4/5) (2019)
Rajmohan C, Pranay Lohia, Himanshu Gupta, Siddhartha Brahma, Mauricio A. Hernández, Sameep Mehta
On Efficiently Processing Workflow Provenance Queries in Spark. ICDCS (2019)
Aniya Aggarwal, Pranay Lohia, Seema Nagar, Kuntal Dey, Diptikalyan Saha
Automated Test Generation to Detect Individual Discrimination in AI Models. CoRR (2018)
Manasa Jammi, Jaydeep Sen, Ashish R. Mittal, Sagar Verma, Vardaan Pahuja, Rema Ananthanarayanan, Pranay Lohia, Hima Karanam, Diptikalyan Saha, Karthik Sankaranarayanan
Tooling Framework for Instantiating Natural Language Querying System. Proc. VLDB Endow. 11 (12) (2018)
Rajmohan C, Pranay Lohia, Himanshu Gupta, Siddhartha Brahma, Mauricio A. Hernández, Sameep Mehta
Efficiently Processing Workflow Provenance Queries on SPARK. CoRR (2018)
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
AI Fairness 360: An Extensible Toolkit for Detecting, Understanding, and Mitigating Unwanted Algorithmic Bias. CoRR (2018)
Himanshu Gupta, Sameep Mehta, Sandeep Hans, Bapi Chatterjee, Pranay Lohia, Rajmohan C
Provenance in Context of Hadoop as a Service (HaaS) - State of the Art and Research Directions. CLOUD (2017)
Babak Taati, Pranay Lohia, Avril Mansfield, Ahmed Bilal Ashraf
Video analysis of "YouTube funnies" to aid the study of human gait and falls - preliminary results and proof of concept. EMBC (2017)
Babak Taati, Pranay Lohia, Avril Mansfield, Ahmed Bilal Ashraf
Video Analysis of "YouTube Funnies" to Aid the Study of Human Gait and Falls - Preliminary Results and Proof of Concept. CoRR (2016)