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10/20/2022
Low-rank Panel Quantile Regression: Estimation and Inference
In this paper, we propose a class of low-rank panel quantile regression ...
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07/05/2022
Sedentary Behavior Estimation with Hip-worn Accelerometer Data: Segmentation, Classification and Thresholding
Cohort studies are increasingly using accelerometers for physical activi...
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12/16/2021
Model-free Bootstrap Prediction Regions for Multivariate Time Series
In Das and Politis(2020), a model-free bootstrap(MFB) paradigm was propo...
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09/24/2021
Model-free Bootstrap and Conformal Prediction in Regression: Conditionality, Conjecture Testing, and Pertinent Prediction Intervals
Predictive inference under a general regression setting is gaining more ...
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10/06/2020
Multi-task Learning for Multilingual Neural Machine Translation
While monolingual data has been shown to be useful in improving bilingua...
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12/31/2019
Model-free Bootstrap for a General Class of Stationary Time Series
A model-free bootstrap procedure for a general class of stationary time ...
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11/22/2019
Improving N-gram Language Models with Pre-trained Deep Transformer
Although n-gram language models (LMs) have been outperformed by the stat...
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11/07/2019
Microsoft Research Asia's Systems for WMT19
We Microsoft Research Asia made submissions to 11 language directions in...
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07/03/2019
Depth Growing for Neural Machine Translation
While very deep neural networks have shown effectiveness for computer vi...
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02/22/2019