Dr. Mladen Kolar

Assistant Professor

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Biography

Mladen Kolar is a faculty member at the University of Southern California's Marshall School of Business. His expertise lies in Data Sciences and Operations, emphasizing the integration of modern statistical learning methods in various business applications. Kolar has a notable academic background that includes research on causal inference frameworks, instrumental variables, and advanced machine learning techniques. He is recognized for his work in applying statistical learning approaches to large datasets, focusing on finance and marketing data analysis. Kolar has contributed to multiple publications and has received accolades for his research. He is committed to advancing the field of business analytics and teaching methodologies that leverage complex data structures to inform decision-making processes.

Research Interests

Courses

Causal Inference Machine Learning Business Analytics Applied Modern Statistical Learning Methods

Requirements for University of Southern California

Master Program
Requirements
GPA Requirement
Required:3
TOEFL
Listening
Required:20
Reading
Required:20
Writing
Required:20
Speaking
Required:20
Total
Required:90
IELTS
Listening
Required:6
Reading
Required:6
Writing
Required:6
Speaking
Required:6
Overall
Required:6.5
GRE General
Prerequisites
Bachelor's degree in Engineering, Math, or Hard Science
Application Checklist
  • Online application
  • Official transcripts
  • Personal Statement
  • Resume/CV
  • Letters of Recommendation (not required for MS CS, but allowed)
Specialization Notes

GRE is NOT required for Master's applicants for 2025-2026.