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Pranay Lohia
Pranay Lohia
Senior ML Researcher, Microsoft
Verified email at microsoft.com
Title
Cited by
Cited by
Year
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 63 (4/5), 4: 1-4: 15, 2019
14882019
Black box fairness testing of machine learning models
A Aggarwal, P Lohia, S Nagar, K Dey, D Saha
Proceedings of the 2019 27th ACM joint meeting on european software …, 2019
204*2019
Bias Mitigation Post-processing for Individual and Group Fairness
KR Varshney, KN Ramamurthy, D Saha, PK Lohia, M Bhide, R Puri
180*2019
Bias source identification and de-biasing of a dataset
MA Bhide, PK Lohia, D Saha, M Katari
US Patent 11,475,331, 2022
942022
Ownership preserving AI Market Places using Blockchain
N Sony, K Kannan, V Arya, S Hans, A Singh, P Lohia, S Mehta
2nd IEEE International Conference on Blockchain (Blockchain-2019), 2019
512019
Think your artificial intelligence software is fair? Think again
RKE Bellamy, K Dey, M Hind, SC Hoffman, S Houde, K Kannan, P Lohia, ...
IEEE Software 36 (4), 76-80, 2019
492019
Data Quality Toolkit: Automatic assessment of data quality and remediation for machine learning datasets
N Gupta, H Patel, S Afzal, N Panwar, RS Mittal, S Guttula, A Jain, ...
arXiv preprint arXiv:2108.05935, 2021
362021
Beyond fairness: Reparative algorithms to address historical injustices of housing discrimination in the US
W So, P Lohia, R Pimplikar, AE Hosoi, C D'Ignazio
Proceedings of the 2022 ACM Conference on Fairness, Accountability, and …, 2022
202022
Domain aware explainable anomaly and drift detection for multi-variate raw data using a constraint repository
S Hans, SZH Shaikh, R Ananthanarayanan, D Saha, A Aggarwal, G Singh, ...
US Patent 11,321,304, 2022
152022
Automated test case generation for deep neural networks and other model-based artificial intelligence systems
D Saha, A Aggarwal, P Lohia, K Dey
US Patent 10,956,310, 2021
152021
Priority-based post-processing bias mitigation for individual and group fairness
P Lohia
arXiv preprint arXiv:2102.00417, 2021
112021
Tooling framework for instantiating natural language querying system
M Jammi, J Sen, A Mittal, S Verma, V Pahuja, R Ananthanarayanan, ...
Proceedings of the VLDB Endowment 11 (12), 2014-2017, 2018
112018
Datavizard: Recommending visual presentations for structured data
R Ananthanarayanan, PK Lohia, S Bedathur
Proceedings of the 21st International Workshop on the Web and Databases, 1-6, 2018
92018
Testing bias checkers
K Dey, D Saha, D Vijaykeerthy, PK Lohia
US Patent 11,556,747, 2023
72023
Trustworthiness of artificial intelligence models in presence of anomalous data
PK Lohia, D Saha, A Aggarwal, G Singh, R Ananthanarayanan, ...
US Patent 11,455,554, 2022
42022
Generating a framework for prioritizing machine learning model offerings via a platform
K Kannan, SZH Shaikh, PK Lohia, V Arya, S Mehta
US Patent 11,157,983, 2021
42021
Provenance in context of Hadoop as a Service (HaaS)-State of the Art and Research Directions
H Gupta, S Mehta, S Hans, B Chatterjee, P Lohia, C Rajmohan
2017 IEEE 10th International Conference on Cloud Computing (CLOUD), 680-683, 2017
42017
Determining model-related bias associated with training data
PK Lohia, D Saha, MA Bhide, S Mehta
US Patent 11,302,096, 2022
32022
Counterfactual multi-token fairness in text classification
P Lohia
arXiv preprint arXiv:2202.03792, 2022
32022
On efficiently processing workflow provenance queries in spark
C Rajmohan, P Lohia, H Gupta, S Brahma, M Hernandez, S Mehta
2019 IEEE 39th International Conference on Distributed Computing Systems …, 2019
32019
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