PhD student in data-driven learning

Ph.D Position

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General Information

University of Manitoba
Computer science
English

Position Details

Ph.D
48 month
0
100 CAD
May 01, 2025 14 Months ago
Sep 01, 2025 10 Months ago

About the Position

I am looking for a PhD student and some MSc students to join my research group at the Computer Science department of the University of Manitoba to work on realism in data-driven learning. The ideal candidate will have a solid background in mathematics and strong programming skills.Interested candidates should contact me with a CV, all transcripts, and a motivation letter at [email protected].

Research Interests

  • machine learning
  • data science
  • statistics

About the Professor

Bio

Sadaf Salehkalaibar is an Assistant Professor at the Department of Computer Science, University of Manitoba. She has a background in statistical machine learning, distributed learning, and privacy/security challenges in the Internet of Things. Her current focus is on developing efficient algorithms for explainable artificial intelligence and learning large models.

Professor's Interests
Statistical machine learning Neural compression Deep learning and information theory Machine Learning Security

Exam Requirements

IELTS
Listening
6
Reading
6
Writing
6
Speaking
6
Overall
6.5
TOEFL
Listening
20
Reading
20
Writing
20
Speaking
20
Overall
86

Requirements for University of Manitoba

Master Program
Requirements
GPA Requirement
Required:3
IELTS
Listening
Required:6
Reading
Required:6
Writing
Required:6
Speaking
Required:6
Overall
Required:6.5
TOEFL
Listening
Required:20
Reading
Required:20
Writing
Required:20
Speaking
Required:20
Total
Required:86
Prerequisites
Baccalaureate degree in nursing or equivalent Professional registration as RN or RPN Research Methods course (min grade C+) Introductory Statistics course (min grade C+)
Application Checklist
  • CV/Resume
  • Statement of Intent (500 words)
  • Two letters of recommendation
  • Transcripts
  • Proof of professional registration
  • Criminal Record Check
  • Child Abuse Registry Check
  • Adult Abuse Registry Check
Specialization Notes

Streams include Education, Administration, or Clinical.

Master Program
Requirements
GPA Requirement
Required:3
IELTS
Overall
Required:7.5
Prerequisites
Honours Bachelor degree or equivalent in Psychology
Application Checklist
  • Transcripts
  • CV/Resume
  • Statement of Intent
  • Two letters of recommendation
Specialization Notes

Applicants are encouraged to have research experience and identify potential advisors.

Master Program
Requirements
GPA Requirement
Required:3
TOEFL
Listening
Required:20
Reading
Required:20
Writing
Required:20
Speaking
Required:20
Total
Required:86
Prerequisites
Four-year bachelor's degree in Computer Science
Application Checklist
  • Application fee
  • Unofficial transcripts
  • Two letters of recommendation
  • Supervisor support letter (prerequisite)
Specialization Notes

Securing a supervisor is a prerequisite before applying.

Doctorate Program
Requirements
GPA Requirement
Required:3
IELTS
Listening
Required:6
Reading
Required:6
Writing
Required:6
Speaking
Required:6
Overall
Required:6.5
Prerequisites
Master's degree or equivalent
Application Checklist
  • Application fee
  • Unofficial transcripts
  • Research statement
  • Supervisor support letter
  • Two letters of recommendation
Specialization Notes

Securing a supervisor is required.

Master Program
Requirements
GPA Requirement
Required:3
PTE
Overall
Required:61
Prerequisites
Bachelor's degree in Biosystems Engineering or related field
Application Checklist
  • Application fee
  • Transcripts
  • CV/Resume
  • Two letters of recommendation
Specialization Notes

Offers MSc (thesis) and MEng (course-based).