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08/22/2023
Quantum-Inspired Machine Learning: a Survey
Quantum-inspired Machine Learning (QiML) is a burgeoning field, receivin...
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08/05/2023
Affective Visualization Design: Leveraging the Emotional Impact of Data
In recent years, more and more researchers have reflected on the underva...
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04/06/2023
Datamator: An Intelligent Authoring Tool for Creating Datamations via Data Query Decomposition
Datamation is designed to animate an analysis pipeline step by step, whi...
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11/07/2022
The Chart Excites Me! Exploring How Data Visualization Design Influences Affective Arousal
As data visualizations have been increasingly applied in mass communicat...
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11/06/2022
Spatio-temporal Incentives Optimization for Ride-hailing Services with Offline Deep Reinforcement Learning
A fundamental question in any peer-to-peer ride-sharing system is how to...
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09/06/2022
Erato: Cooperative Data Story Editing via Fact Interpolation
As an effective form of narrative visualization, visual data stories are...
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11/17/2021
Aggressive Q-Learning with Ensembles: Achieving Both High Sample Efficiency and High Asymptotic Performance
Recently, Truncated Quantile Critics (TQC), using distributional represe...
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07/30/2021
Talk2Data: High-Level Question Decomposition for Data-Oriented Question and Answering
Through a data-oriented question and answering system, users can directl...
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10/27/2019
BAIL: Best-Action Imitation Learning for Batch Deep Reinforcement Learning
The field of Deep Reinforcement Learning (DRL) has recently seen a surge...
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10/05/2019