Dr. Danica Sutherland

Assistant Professor

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Biography

Danica Sutherland is an Assistant Professor in the Department of Computer Science at the University of British Columbia. Her research focuses on Statistical and Theoretical Machine Learning, with an emphasis on advancements in Artificial Intelligence and Machine Learning methodologies. She has made significant contributions to research areas such as statistical learning, deep learning algorithms, and their applications in diverse fields. Danica actively participates in scholarly activities and has been recognized for her impactful research contributions, which are evident in her published works and awards. As an educator, she teaches a variety of courses related to machine learning and artificial intelligence, engaging students in both theory and practical applications. Danica is a member of research groups concentrating on artificial intelligence and is involved with research centers that promote innovation in machine learning. Her commitment to advancing the field through rigorous research and teaching makes her a valuable asset to the academic community.

Research Interests

Awards

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AI4MATH Paper Award

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ACM FAccT Paper Award

Courses

CPSC_V 550 - Machine Learning II CPSC_V 440 - Advanced Machine Learning CPSC_V 532D - Topics Artificial Intelligence - STAT LEARN THRY CPSC_V 540 - Machine Learning CPSC_V 532S - Topics Artificial Intelligence - VISION&LANGUAGE CPSC_V 340 - Machine Learning Data Mining

Requirements for University of British Columbia

Master Program
Requirements
GPA Requirement
Required:3.3
IELTS
Listening
Required:6.5
Reading
Required:6.5
Writing
Required:6.5
Speaking
Required:6.5
Overall
Required:7
TOEFL
Listening
Required:22
Reading
Required:22
Writing
Required:21
Speaking
Required:21
Total
Required:100
Prerequisites
Bachelor's degree in Philosophy or related field 3 credits in formal logic 6 credits at the upper level in history of philosophy 3 credits at the upper level in ethics or value theory 6 credits at the upper level in metaphysics, epistemology, or philosophy of science
Application Checklist
  • Online application form
  • Application fee
  • Transcripts from all post-secondary institutions
  • Three letters of recommendation
  • Writing sample (15-20 pages)
  • Statement of intent
  • Evidence of English language proficiency
Specialization Notes

Offers course-only and thesis routes. Focus areas include philosophy of science, mind, ethics, and Asian philosophy.