Debarag Narayan Banerjee
Biographic Data
| ID | 9293743 |
|---|---|
| NAME | Debarag Narayan Banerjee |
| GIVEN NAMES | Debarag Narayan |
| FAMILY NAME | Banerjee |
| SIGNATURE | BANERJEE D N |
| AFFILIATIONS | ABS Consulting (United States) |
| VERIFIED | No |
| TOTAL WORKS | 1 |
| TOTAL CITATIONS | 0 |
| WORKS AS AUTHOR | 1 |
| WORKS AS EDITOR | 0 |
| FIRST PUBLICATION YEAR | 2024 |
| LATEST PUBLICATION YEAR | 2024 |
| H-INDEX | 0 |
Omission and commission errors underlying AI failures
In this article we investigate origins of several cases of failure of Artificial Intelligence (AI) systems employing machine learning and deep learning. We focus on omission and commission errors in (a) the inputs to the AI system, (b) the processing logic, and (c) the outputs from the AI system. Our framework yields a set of 28 factors that can be used for reconstructing the path of AI failures and for determining corrective action. Our research…
No prominent works on this page.
Omission and commission errors underlying AI failures
In this article we investigate origins of several cases of failure of Artificial Intelligence (AI) systems employing machine learning and deep learning. We focus on omission and commission errors in (a) the inputs to the AI system, (b) the processing logic, and (c) the outputs from the AI system. Our framework yields a set of 28 factors that can be used for reconstructing the path of AI failures and for determining corrective action. Our research…
Adversarial Robustness in Machine Learning (1 work) · Artificial Intelligence (1 work) · Bayesian Modeling and Causal Inference (1 work) · Commission (1 work) · Computer Science (1 work) · Explainable Artificial Intelligence (XAI (1 work) · Machine learning (1 work) · Political science (1 work)