Shaobo Han

Shaobo Han Email and Phone Number

Machine Learning Researcher @ NEC Laboratories America, Inc.
Shaobo Han's Location
Princeton, New Jersey, United States, United States
Shaobo Han's Contact Details

Shaobo Han personal email

Shaobo Han phone numbers

About Shaobo Han

- Currently a Senior Researcher at NEC Labs America, Princeton, NJ- Strive to learn a structured, interpretable digital counterpart of the physical world from the raw sensory inputs using generative modeling and differentiable inference- Develop AI/ML methods that extrapolate to new tasks and are generalizable to new environments - Ph.D. from Duke University in machine learning and applied statistics- Published author at NeurIPS, ICLR, ICML, AISTATS, ICASSP, and IEEE-TSP- Expertise includes probabilistic and deep generative models, variational inference, parameter-efficient fine-tuning and transfer learning, test-time adaptation, Bayesian statistics, sensing, and signal processing- Proven track record of delivering AI-based solutions for real-world applications and interdisciplinary collaboration- The inventor of several patentsWebpage: https://shaobohan.net/

Shaobo Han's Current Company Details
NEC Laboratories America, Inc.

Nec Laboratories America, Inc.

View
Machine Learning Researcher
Shaobo Han Work Experience Details
  • Nec Laboratories America, Inc.
    Senior Researcher
    Nec Laboratories America, Inc. Jun 2023 - Present
    Princeton, Nj, Us
    Lead the development of backend AI/ML perception systems for real-world applications of fiber sensing, conducting feasibility studies, fast prototyping, and validating them through world- and industry-first field trials"From the Laboratory to the Field, and Back".
  • Nec Laboratories America, Inc.
    Researcher
    Nec Laboratories America, Inc. Jun 2019 - May 2023
    Princeton, Nj, Us
    Distributed optical fiber sensing is a technology that digitizes the physical world at light speed. Fiber sensing can detect physical parameters such as phase and polarization changes in light signals. Our research and development focus on innovative machine learning and signal processing algorithms that convert low-level sensory inputs into high-level information, providing solutions for real-world sensing applications in safety, security, smart cities, and infrastructure health monitoring.Our work was implemented in the field. Anomaly detection, Object localization, Transfer and continual learning, Domain adaptation, Few/zero-shot learning, Weakly-supervised learning
  • Duke University
    Postdoctoral Associate
    Duke University Oct 2016 - May 2019
    Durham, North Carolina, Us
    Department of Statistical ScienceInstructor: STA 111: Probability and Statistical Inference, Summer 2018
  • Duke University
    Research Assistant
    Duke University Aug 2010 - Aug 2016
    Durham, North Carolina, Us
    Lawrence Carin's machine learning research group
  • Ibm Thomas J. Watson Research Center
    Research Intern
    Ibm Thomas J. Watson Research Center Jun 2014 - Aug 2014
    Armonk, New York, Ny, Us

Shaobo Han Skills

Machine Learning Statistical Modeling Bayesian Inference Algorithms R Pattern Recognition Data Mining Python Java Mathematical Modeling Latex Image Processing Matlab Research Mathematica C++ C Statistics Data Analysis

Shaobo Han Education Details

  • Duke University
    Duke University
    Machine Learning
  • Duke University
    Duke University
    Statistics
  • University Of Chinese Academy Of Sciences
    University Of Chinese Academy Of Sciences
    Signal And Information Processing
  • Xidian University
    Xidian University
    Electrical Engineering

Frequently Asked Questions about Shaobo Han

What company does Shaobo Han work for?

Shaobo Han works for Nec Laboratories America, Inc.

What is Shaobo Han's role at the current company?

Shaobo Han's current role is Machine Learning Researcher.

What is Shaobo Han's email address?

Shaobo Han's email address is sh****@****ail.com

What is Shaobo Han's direct phone number?

Shaobo Han's direct phone number is +191929*****

What schools did Shaobo Han attend?

Shaobo Han attended Duke University, Duke University, University Of Chinese Academy Of Sciences, Xidian University.

What skills is Shaobo Han known for?

Shaobo Han has skills like Machine Learning, Statistical Modeling, Bayesian Inference, Algorithms, R, Pattern Recognition, Data Mining, Python, Java, Mathematical Modeling, Latex, Image Processing.

Free Chrome Extension

Find emails, phones & company data instantly

Find verified emails from LinkedIn profiles
Get direct phone numbers & mobile contacts
Access company data & employee information
Works directly on LinkedIn - no copy/paste needed
Get Chrome Extension - Free

Aero Online

Your AI prospecting assistant

Download 750 million emails and 100 million phone numbers

Access emails and phone numbers of over 750 million business users. Instantly download verified profiles using 20+ filters, including location, job title, company, function, and industry.