research
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09/07/2023
Conformal Autoregressive Generation: Beam Search with Coverage Guarantees
We introduce two new extensions to the beam search algorithm based on co...
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05/31/2023
Adaptive Conformal Regression with Jackknife+ Rescaled Scores
Conformal regression provides prediction intervals with global coverage ...
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08/29/2022
Attention-based Interpretable Regression of Gene Expression in Histology
Interpretability of deep learning is widely used to evaluate the reliabi...
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07/26/2022