| 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 | 1696 | 2019 |
| 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 | 224* | 2019 |
| Bias Mitigation Post-processing for Individual and Group Fairness KR Varshney, KN Ramamurthy, D Saha, PK Lohia, M Bhide, R Puri | 214* | 2019 |
| Bias source identification and de-biasing of a dataset MA Bhide, PK Lohia, D Saha, M Katari US Patent 11,475,331, 2022 | 103 | 2022 |
| 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 | 55 | 2019 |
| 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 | 51 | 2019 |
| 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 | 46 | 2021 |
| 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 | 24 | 2022 |
| 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 | 16 | 2022 |
| 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 | 16 | 2021 |
| Priority-based post-processing bias mitigation for individual and group fairness P Lohia arXiv preprint arXiv:2102.00417, 2021 | 13 | 2021 |
| 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 | 11 | 2018 |
| 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 | 10 | 2018 |
| Testing bias checkers K Dey, D Saha, D Vijaykeerthy, PK Lohia US Patent 11,556,747, 2023 | 8 | 2023 |
| Artificial intelligence certification of factsheets using blockchain K Kannan, PK Lohia, S Hoffman, KR Varshney, S Mehta US Patent 11,483,154, 2022 | 4 | 2022 |
| 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 | 4 | 2022 |
| Determining model-related bias associated with training data PK Lohia, D Saha, MA Bhide, S Mehta US Patent 11,302,096, 2022 | 4 | 2022 |
| 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 | 4 | 2021 |
| 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 | 4* | 2019 |
| 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 | 4 | 2017 |
Diptikalyan SahaResearcher at IBM Research IndiaGeverifieerd e-mailadres voor in.ibm.com
