Jing Zhou

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FUJITSU

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Nonparametric C- and D-vine based quantile regression

Quantile regression is a field with steadily growing importance in stati...
02/09/2021 ∙ by Marija Tepegjozova, et al. ∙ 0 ∙ share

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Turbulent Details Simulation for SPH Fluids via Vorticity Refinement

A major issue in Smoothed Particle Hydrodynamics (SPH) approaches is the...
09/30/2020 ∙ by Sinuo Liu, et al. ∙ 0 ∙ share

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Detangling robustness in high dimensions: composite versus model-averaged estimation

Robust methods, though ubiquitous in practice, are yet to be fully under...
06/12/2020 ∙ by Jing Zhou, et al. ∙ 0 ∙ share

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Benchmark Tests of Convolutional Neural Network and Graph Convolutional Network on HorovodRunner Enabled Spark Clusters

The freedom of fast iterations of distributed deep learning tasks is cru...
05/12/2020 ∙ by Jing Pan, et al. ∙ 0 ∙ share

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Bandlimited Communication With One-Bit Quantization and Oversampling: Transceiver Design and Performance Evaluation

We investigate design and performance of communications over the bandlim...
12/24/2019 ∙ by Rui Deng, et al. ∙ 0 ∙ share

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Rate-Distortion Optimization Guided Autoencoder for Generative Approach with quantitatively measurable latent space

In the generative model approach of machine learning, it is essential to...
10/10/2019 ∙ by Keizo Kato, et al. ∙ 0 ∙ share

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MIOpen: An Open Source Library For Deep Learning Primitives

Deep Learning has established itself to be a common occurrence in the bu...
09/30/2019 ∙ by Jehandad Khan, et al. ∙ 71 ∙ share

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An Enhanced SDR based Global Algorithm for Nonconvex Complex Quadratic Programs with Signal Processing Applications

In this paper, we consider a class of nonconvex complex quadratic progra...
02/12/2019 ∙ by Cheng Lu, et al. ∙ 0 ∙ share

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Bounds on Capacity Region of Optical Intensity Multiple Access Channel

This paper provides new inner and outer bounds on the capacity region of...
11/04/2018 ∙ by Jing Zhou, et al. ∙ 0 ∙ share

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Capacity bounds for bandlimited Gaussian channels with peak-to-average-power-ratio constraint

We revisit Shannon's problem of bounding the capacity of bandlimited Gau...
05/30/2018 ∙ by Yizhu Wang, et al. ∙ 0 ∙ share

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Long-Term Memory Networks for Question Answering

Question answering is an important and difficult task in the natural lan...
07/06/2017 ∙ by Fenglong Ma, et al. ∙ 0 ∙ share

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SYSTRAN's Pure Neural Machine Translation Systems

Since the first online demonstration of Neural Machine Translation (NMT)...
10/18/2016 ∙ by Josep Crego, et al. ∙ 0 ∙ share

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