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Location
Anywhere
Date Posted
18 Dec 2019

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Type
PhD Program
University of Idaho

PhD Scholarship in Computer Science at the University of Idaho

Anywhere
18 Dec 2019

Position Description


Job Description
A position for a graduate research assistant at a PhD studies level is available at the University of Idaho in Idaho Falls. The research focus is on implementation of machine learning for modeling sequential time-series data with applications in biomedical science and robotics. Aspects of the research project include modeling generic human movements, probabilistic modeling and density estimation in sequential data, adversarial models for data augmentation and classification. The project explores the potential by recent advances in deep neural networks for sequential data representation at multiple levels of abstraction, and studies network architectures for human motion modeling that improve the state-of-the-art. Specific applications include: monitoring and evaluation of patient performance during physical rehabilitation sessions, and transferring skills to robots from human demonstrations by generalization from multiple skill examples.

Offer
A full PhD scholarship according to the general conditions at the University of Idaho is offered. The scholarship includes paid tuition fees and a research assistantship salary (based on university’s recommendations for Cost of Attendance).

Qualifications Required
• Master’s degree in Computer Science
• Strong background and interest in Machine Learning and Artificial Intelligence
• Familiar with Python programming environment, Tensor Flow, PyTorch, Caffee libraries
• Ability to work independently and in a team, and strong communication skills
• Minimum 3.00 GPA on a 4.00 grade scale, and for international applicants minimum TOEFL score of 79/550 or IELTS score of 6.5

Duration: 4 years PhD program of studies
The initial contract will be for a period of 1 year, and can be extended for a total of 4 years, subject to good performance.

Anticipated starting date: Summer or Fall 2019

Deadline for applying: January 31, 2019

Location: The location of the research position is at the University of Idaho in Idaho Falls.


How to Apply

Interested individuals please contact Dr. Alex Vakanski (Vakanski at uidaho dot edu) and provide the following documents: • Candidate’s CV and contact details • Academic transcripts (unofficial transcripts are ok) • If available: 1-3 documents from your research work, such as published articles, project reports, master’s thesis.

Position Category: Engineering. Position Type: PhD Program.

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