Search Results for author: Neil Dey

Found 2 papers, 2 papers with code

Valid Inference for Machine Learning Model Parameters

1 code implementation21 Feb 2023 Neil Dey, Jonathan P. Williams

However, this can come with the risk of overtraining; in order for the model to generalize well, it is of great importance that we are able to find the optimal parameter for the model on the entire population -- not only on the given training sample.

valid

Conformal prediction for text infilling and part-of-speech prediction

1 code implementation4 Nov 2021 Neil Dey, Jing Ding, Jack Ferrell, Carolina Kapper, Maxwell Lovig, Emiliano Planchon, Jonathan P Williams

In our paper, we propose inductive conformal prediction (ICP) algorithms for the tasks of text infilling and part-of-speech (POS) prediction for natural language data.

Conformal Prediction POS +3

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