Dr. Joel Tropp

Professor

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Biography

Joel Tropp is the Steele Family Professor in the Computing + Mathematical Sciences at the California Institute of Technology. His research lies at the interface of applied mathematics, electrical engineering, computer science, and statistics. Tropp's work focuses on the theoretical computational aspects of data analysis, sparse modeling, and randomized linear algebra, particularly in the context of random matrix theory. He engages in developing algorithms that are efficient and robust, which are essential for handling the complexities in modern data-driven applications. His academic contributions include numerous publications in top-tier mathematical and engineering journals, establishing himself as a key figure in his fields of expertise.

Research Interests

Courses

Probability Theory Stochastic Processes Topics in Computational Mathematics Advanced Topics in Probability Topics in Linear Algebra and Convexity Advanced Topics in Stochastic Analysis

Requirements for California Institute of Technology

Doctorate Program
Requirements
TOEFL
Total
Required:100
IELTS
Overall
Required:7
Prerequisites
Bachelor's degree or equivalent Strong background in mathematics and physical sciences
Application Checklist
  • Online Application
  • Statement of Purpose
  • Three Letters of Recommendation
  • Transcripts
  • Resume/CV
Specialization Notes

Most Caltech graduate programs are PhD-only. GRE General and Subject tests vary by department; many have made them optional or no longer accept them.