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ProportionNet: Balancing Fairness and Revenue for Auction Design with Deep Learning
The design of revenue-maximizing auctions with strong incentive guarante...
10/13/2020 ∙ by Kevin Kuo, et al. ∙
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HATSUKI : An anime character like robot figure platform with anime-style expressions and imitation learning based action generation
Japanese character figurines are popular and have pivot position in Otak...
03/31/2020 ∙ by Pin-Chu Yang, et al. ∙
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Towards Explainability of Machine Learning Models in Insurance Pricing
Machine learning methods have garnered increasing interest among actuari...
03/24/2020 ∙ by Kevin Kuo, et al. ∙
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Individual Claims Forecasting with Bayesian Mixture Density Networks
We introduce an individual claims forecasting framework utilizing Bayesi...
03/05/2020 ∙ by Kevin Kuo, et al. ∙
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Generative Synthesis of Insurance Datasets
One of the impediments in advancing actuarial research and developing op...
12/05/2019 ∙ by Kevin Kuo, et al. ∙
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DeepTriangle: A Deep Learning Approach to Loss Reserving
We propose a novel approach for loss reserving based on deep neural netw...
04/24/2018 ∙ by Kevin Kuo, et al. ∙
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