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10/14/2022
Market Interventions in a Large-Scale Virtual Economy
Massively multiplayer online role-playing games often contain sophistica...
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09/20/2022
ESTA: An Esports Trajectory and Action Dataset
Sports, due to their global reach and impact-rich prediction tasks, are ...
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07/28/2022
Graph Neural Networks to Predict Sports Outcomes
Predicting outcomes in sports is important for teams, leagues, bettors, ...
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07/27/2022
Calibrate: Interactive Analysis of Probabilistic Model Output
Analyzing classification model performance is a crucial task for machine...
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01/06/2022
Topological Representations of Local Explanations
Local explainability methods – those which seek to generate an explanati...
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09/20/2021
Optimal Team Economic Decisions in Counter-Strike
The outputs of win probability models are often used to evaluate player ...
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07/14/2021
GgViz: Accelerating Large-Scale Esports Game Analysis
Game review is crucial for teams, players and media staff in sports. Des...
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06/14/2021
Bandit Modeling of Map Selection in Counter-Strike: Global Offensive
Many esports use a pick and ban process to define the parameters of a ma...
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11/02/2020
Valuing Player Actions in Counter-Strike: Global Offensive
Esports, despite its expanding interest, lacks fundamental sports analyt...
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09/28/2017