Papers by Aranyak Acharyya
Statistical inference on black-box generative models in the data kernel perspective space (2025.findings-acl)
Copied to clipboard
| Challenge: | Generative models are capable of producing human-expert level content across a variety of topics and domains. |
| Approach: | They extend recent results on representations of black-box generative models to model-level statistical inference tasks. |
| Outcome: | The proposed models are effective for multiple inference tasks and meet or surpass human-level standards on benchmarks across a range of tasks. |