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math.ST2020★ 1 cited
Prediction with eventual almost sure guarantees
Changlong Wu, Narayana Santhanam
We study the problem of sequentially predicting properties of a probabilistic model and its next outcome over an infinite horizon, with the goal of ensuring that the predictions in…
math.ST2012★ 4 cited
Agnostic insurability of model classes
Narayana Santhanam, Venkat Anantharam
Motivated by problems in insurance, our task is to predict finite upper bounds on a future draw from an unknown distribution over the set of natural numbers. We can only use pa…