Lohia, Pranay
- AI Fairness 360: An Extensible Toolkit for Detecting, Understanding, and\n Mitigating Unwanted Algorithmic Bias
2018/10/03 by Rachel Bellamy, Kuntal Dey, Bellamy, Rachel K. E. +35 · 71 citations
Computer Science · Medicine · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences
- Data Quality Toolkit: Automatic assessment of data quality and remediation for machine learning datasets
2021/08/12 by Nitin Gupta, Gupta, Nitin, Hima Patel +23 · 4 citations
Computer Science · Decision Sciences · #Anomaly Detection Techniques and Applications #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
- Automated Test Generation to Detect Individual Discrimination in AI Models
2018/09/10 by Aniya Agarwal, Pranay Lohia, Agarwal, Aniya +7 · 3 citations
Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Software Testing and Debugging Techniques