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Is it possible for the organizers of a sports tournament to influence the identity of the final winner by manipulating the initial seeding of the tournament? Is it possible to ensure a specific good (i.e. king) player will win at least a certain number of rounds in the tournament? This paper...
In many real time applications, we often have to deal with classification, regression or clustering problems that involve multiple tasks. The conventional machine learning approaches solve these tasks independently by ignoring the task relatedness. In multi-task learning (MTL), these related...
Contemporary systems situated in real-world open environments frequently have to cope with incomplete and inconsistent information that typically increases complexity of reasoning and decision processes. Realistic modeling of such informationally complex environments calls for nuanced tools. In...
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