Results for "distribution shift"

Shift in feature distribution over time.

Shift in model outputs.

Train/test environment mismatch.

How well a model performs on new data drawn from the same (or similar) distribution as training.

A measure of randomness or uncertainty in a probability distribution.

Measures how one probability distribution diverges from another.

Bayesian parameter estimation using the mode of the posterior distribution.

Graphical model expressing factorization of a probability distribution.

Average value under a distribution.

Sum of independent variables converges to normal distribution.

Sampling from easier distribution with reweighting.

Restricting distribution of powerful models.

A mismatch between training and deployment data distributions that can degrade model performance.

Differences between training and deployed patient populations.

Describes likelihoods of random variable outcomes.

Updated belief after observing data.

Belief before observing data.