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Employment (3)

NEC Laboratories America Inc: Princeton, NJ, US

2019-06-01 to present | Researcher
Employment
Source: Self-asserted source
Shaobo Han

Duke University: Durham, NC, US

2016-10-01 to 2019-05-31 | Postdoctoral Associate (Statistical Science)
Employment
Source: Self-asserted source
Shaobo Han

IBM Thomas J Watson Research Center: Yorktown Heights, NY, US

2014-06-10 to 2014-08-31 | Research Intern (Business Analytics and Mathematical Sciences)
Employment
Source: Self-asserted source
Shaobo Han

Education and qualifications (4)

Duke University: Durham, NC, US

2010-08-20 to 2016-09-01 | Ph.D. (Electrical and Computer Engineering)
Education
Source: Self-asserted source
Shaobo Han

Duke University: Durham, NC, US

2010-08-20 to 2016-09-01 | M.S. (Statistical Science)
Education
Source: Self-asserted source
Shaobo Han

Chinese Academy of Sciences: Beijing, Beijing, CN

2007-09-01 to 2010-06-30 | M.S. (Signal and Information Processing)
Education
Source: Self-asserted source
Shaobo Han

Xidian University: Xian, Shaanxi, CN

2003-09-01 to 2007-06-30
Education
Source: Self-asserted source
Shaobo Han

Works (16)

Multi-span optical power spectrum prediction using cascaded learning with one-shot end-to-end measurement

Journal of Optical Communications and Networking
2025-01-01 | Journal article
DOI: 10.1364/JOCN.533634
Contributors: Zehao Wang; Yue-Kai Huang; Shaobo Han; Daniel Kilper; Tingjun Chen
Source: check_circle
Crossref

Deep Learning-Based Intrusion Detection and Impulsive Event Classification for Distributed Acoustic Sensing Across Telecom Networks

Journal of Lightwave Technology
2024-06-15 | Journal article
DOI: 10.1109/JLT.2024.3401244
Contributors: Shaobo Han; Ming-Fang Huang; Tingfeng Li; Jian Fang; Zhuocheng Jiang; Ting Wang
Source: check_circle
Crossref

Explore Benefits of Distributed Fiber Optic Sensing for Optical Network Service Providers

Journal of Lightwave Technology
2023-06-15 | Journal article
DOI: 10.1109/JLT.2023.3263795
Contributors: Glenn A. Wellbrock; Tiejun J. Xia; Ming-Fang Huang; Shaobo Han; Yuheng Chen; Ting Wang; Yoshiaki Aono
Source: check_circle
Crossref

Ambient noise-based weakly supervised manhole localization methods over deployed fiber networks

Optics Express
2023-03-13 | Journal article
DOI: 10.1364/OE.484083
Contributors: Alexander Bukharin; Shaobo Han; Yuheng Chen; Ming-Fang Huang; Yue-Kai Huang; Yao Xie; Ting Wang
Source: check_circle
Crossref

Stein Variational Autoencoder

arXiv preprint arXiv:1704.05155
2017 | Journal article
Source: Self-asserted source
Shaobo Han

Variational Gaussian Copula Inference

The 19th International Conference on Artificial Intelligence and Statistics (AISTATS)
2016 | Conference paper
Source: Self-asserted source
Shaobo Han

Alternating minimization algorithm with automatic relevance determination for transmission tomography under Poisson noise

SIAM Journal on Imaging Sciences
2015 | Journal article
Source: Self-asserted source
Shaobo Han

Alternating minimization algorithm with iteratively reweighted quadratic penalties for compressive transmission tomography.

Medical Imaging: Image Processing
2015 | Conference paper
Source: Self-asserted source
Shaobo Han

Dynamic Rank Factor Model for Text Streams

Advances in Neural Information Processing Systems 27
2014 | Book chapter
Source: Self-asserted source
Shaobo Han

Hierarchical infinite divisibility for multiscale shrinkage

IEEE Transactions on Signal Processing
2014 | Journal article
Source: Self-asserted source
Shaobo Han

Multiscale Shrinkage and L$\backslash$'evy Processes

arXiv preprint arXiv:1401.2497
2014 | Journal article
Source: Self-asserted source
Shaobo Han

Integrated Non-Factorized Variational Inference

Advances in Neural Information Processing Systems 26
2013 | Book chapter
Source: Self-asserted source
Shaobo Han

Cross-Domain Multitask Learning with Latent Probit Models

Proceedings of the 29th International Conference on Machine Learning (ICML-12)
2012 | Conference paper
Source: Self-asserted source
Shaobo Han

Post-processing for frequency-domain blind source separation in hearing aids

Information, Communications and Signal Processing, 2009. ICICS 2009. 7th International Conference on
2009 | Conference paper
Source: Self-asserted source
Shaobo Han

Time domain averaging based on fractional delay filter

Mechanical Systems and Signal Processing
2009 | Journal article
Source: Self-asserted source
Shaobo Han

GPU-Based Sparse Bayesian Learning for Adaptive Transmission Tomography

Journal article
Source: Self-asserted source
Shaobo Han
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