Conformal Prediction
Tal Schuster
Research Scientist
Publications
Consistent Accelerated Inference via Confident Adaptive Transformers
We develop a novel approach for confidently accelerating inference in the large and expensive multilayer Transformers that are now …
Few-shot Conformal Prediction with Auxiliary Tasks
We develop a novel approach to conformal prediction when the target task has limited data available for training. Conformal prediction …
Efficient Conformal Prediction via Cascaded Inference with Expanded Admission
In this paper, we present a novel approach for conformal prediction (CP), in which we aim to identify a set of promising prediction …