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Shipra Agrawal

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Stochastic Bandits: Foundations and Current PerspectivesData-Driven Decision Processes Boot Camp 20222022-08-22
Covers concrete algorithms and guarantees: explains UCB (upper confidence bound) and Thompson Sampling, shows how UCB uses concentration bounds to get…
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Stochastic Bandits: Foundations and Current PerspectivesData-Driven Decision Processes Boot Camp 20222022-08-22
Covers algorithms and precise guarantees for stochastic bandits with feature vectors: a linear contextual model where contexts are seen before choice, are…
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