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08/10/2021
Learning to Maximize Influence
As the field of machine learning for combinatorial optimization advances...
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08/27/2020
Predicting conversions in display advertising based on URL embeddings
Online display advertising is growing rapidly in recent years thanks to ...
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04/06/2019
Randomised Bayesian Least-Squares Policy Iteration
We introduce Bayesian least-squares policy iteration (BLSPI), an off-pol...
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07/12/2018
Orthogonal Matching Pursuit for Text Classification
In text classification, the problem of overfitting arises due to the hig...
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08/22/2014
A Bayesian Ensemble Regression Framework on the Angry Birds Game
An ensemble inference mechanism is proposed on the Angry Birds domain. I...
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05/08/2013
Cover Tree Bayesian Reinforcement Learning
This paper proposes an online tree-based Bayesian approach for reinforce...
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03/27/2013