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02/08/2023
A Nonparametric Stochastic Set Model: Identification, Optimization, and Prediction
The identification of choice models is crucial for understanding consume...
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02/04/2021
The Wisdom of the Crowd and Higher-Order Beliefs
The classic wisdom-of-the-crowd problem asks how a principal can "aggreg...
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12/29/2020
TrustMAE: A Noise-Resilient Defect Classification Framework using Memory-Augmented Auto-Encoders with Trust Regions
In this paper, we propose a framework called TrustMAE to address the pro...
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12/18/2020
Investigating the Ground-level Ozone Formation and Future Trend in Taiwan
Tropospheric ozone (O3) is an influential ground-level air pollutant whi...
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04/25/2019
Decision Forest: A Nonparametric Approach to Modeling Irrational Choice
Customer behavior is often assumed to follow weak rationality, which imp...
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11/23/2017
Self-view Grounding Given a Narrated 360° Video
Narrated 360 videos are typically provided in many touring scenarios to ...
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09/19/2017
Deep Reinforcement Learning for Event-Driven Multi-Agent Decision Processes
The incorporation of macro-actions (temporally extended actions) into mu...
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12/08/2015