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05/17/2023
Scalable and Safe Remediation of Defective Actions in Self-Learning Conversational Systems
Off-Policy reinforcement learning has been a driving force for the state...
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03/08/2021
Model Complexity of Deep Learning: A Survey
Model complexity is a fundamental problem in deep learning. In this pape...
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02/15/2021
REST: Relational Event-driven Stock Trend Forecasting
Stock trend forecasting, aiming at predicting the stock future trends, i...
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12/11/2020
ADD: Augmented Disentanglement Distillation Framework for Improving Stock Trend Forecasting
Stock trend forecasting has become a popular research direction that att...
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09/22/2020
Qlib: An AI-oriented Quantitative Investment Platform
Quantitative investment aims to maximize the return and minimize the ris...
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07/10/2020
Learn to Use Future Information in Simultaneous Translation
Simultaneous neural machine translation (briefly, NMT) has attracted muc...
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07/09/2020
Learning to Teach with Deep Interactions
Machine teaching uses a meta/teacher model to guide the training of a st...
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06/16/2020