Search Results for author: Sam Showalter

Found 2 papers, 1 papers with code

Bayesian Online Learning for Consensus Prediction

no code implementations12 Dec 2023 Sam Showalter, Alex Boyd, Padhraic Smyth, Mark Steyvers

Given a pre-trained classifier and multiple human experts, we investigate the task of online classification where model predictions are provided for free but querying humans incurs a cost.

Predictive Querying for Autoregressive Neural Sequence Models

1 code implementation12 Oct 2022 Alex Boyd, Sam Showalter, Stephan Mandt, Padhraic Smyth

In reasoning about sequential events it is natural to pose probabilistic queries such as "when will event A occur next" or "what is the probability of A occurring before B", with applications in areas such as user modeling, medicine, and finance.

Language Modelling

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