1 citations · 1 across the 2 of their papers we have counts for
2 papers
cs.LG2025
Regret Bounds for Robust Online Decision Making
Alexander Appel, Vanessa Kosoy
We propose a framework which generalizes "decision making with structured observations" by allowing robust (i.e. multivalued) models. In this framework, each model associates each…
cs.CC2016★ 1 cited
Optimal Polynomial-Time Estimators: A Bayesian Notion of Approximation Algorithm
Vanessa Kosoy, Alexander Appel
We introduce a new concept of approximation applicable to decision problems and functions, inspired by Bayesian probability. From the perspective of a Bayesian reasoner with limite…