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02/13/2023
A Graphical Point Process Framework for Understanding Removal Effects in Multi-Touch Attribution
Marketers employ various online advertising channels to reach customers,...
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01/31/2022
Generalized Bayesian Upper Confidence Bound with Approximate Inference for Bandit Problems
Bayesian bandit algorithms with approximate inference have been widely u...
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06/05/2021
Causal Bandits with Unknown Graph Structure
In causal bandit problems, the action set consists of interventions on v...
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02/15/2021
Causal Markov Decision Processes: Learning Good Interventions Efficiently
We introduce causal Markov Decision Processes (C-MDPs), a new formalism ...
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06/04/2020
Low-Rank Generalized Linear Bandit Problems
In a low-rank linear bandit problem, the reward of an action (represente...
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10/11/2019