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stat.ML2025
E-Scores for (In)Correctness Assessment of Generative Model Outputs
Guneet S. Dhillon, Javier González, Teodora Pandeva +1
While generative models, especially large language models (LLMs), are ubiquitous in today's world, principled mechanisms to assess their (in)correctness are limited. Using the conf…
stat.ML2023★ 4 cited
On the Expected Size of Conformal Prediction Sets
Guneet S. Dhillon, George Deligiannidis, Tom Rainforth
While conformal predictors reap the benefits of rigorous statistical guarantees on their error frequency, the size of their corresponding prediction sets is critical to their pract…