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Improving Relation Extraction with Knowledge-attention
While attention mechanisms have been proven to be effective in many NLP ...
10/07/2019 ∙ by Kezhi Mao, et al. ∙
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Gradient Q(σ, λ): A Unified Algorithm with Function Approximation for Reinforcement Learning
Full-sampling (e.g., Q-learning) and pure-expectation (e.g., Expected Sa...
09/06/2019 ∙ by Long Yang, et al. ∙
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Full-semiparametric-likelihood-based inference for non-ignorable missing data
During the past few decades, missing-data problems have been studied ext...
08/04/2019 ∙ by Yukun Liu, et al. ∙
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A Scalable Learned Index Scheme in Storage Systems
Index structures are important for efficient data access, which have bee...
05/08/2019 ∙ by Yu Hua, et al. ∙
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Test for homogeneity with unordered paired observations
In some applications, an experimental unit is composed of two distinct b...
05/04/2019 ∙ by Jiahua Chen, et al. ∙
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Homogeneity testing under finite location-scale mixtures
The testing problem for the order of finite mixture models has a long hi...
09/17/2018 ∙ by Jiahua Chen, et al. ∙
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Qualitative Measurements of Policy Discrepancy for Return-based Deep Q-Network
In this paper, we focus on policy discrepancy in return-based deep Q-net...
06/14/2018 ∙ by Wenjia Meng, et al. ∙
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Doubly Robust Inference with Non-probability Survey Samples
We establish a general framework for statistical inferences with non-pro...
05/16/2018 ∙ by Yilin Chen, et al. ∙
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Asymptotic coverage probabilities of bootstrap percentile confidence intervals for constrained parameters
The asymptotic behaviour of the commonly used bootstrap percentile confi...
12/07/2017 ∙ by Chunlin Wang, et al. ∙
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