Ryan Marcus

Assistant Professor

Computer and Information Science

Office: Amy Gutmann Hall, 407

Research Areas

  • Machine Learning
  • Query Optimization
  • Index Structures
  • Intelligent Clouds
  • Programming Language Runtimes
  • Program Synthesis for Data Processing
  • Applications of Reinforcement Learning to Systems Problems

Awards

Projects/Papers

The Unreasonable Effectiveness of LLMs for Query Optimization
A Practical Theory of Generalization in Selectivity Learning
Low Rank Approximation for Learned Query Optimization

Students

PhDs:

Peizhi Wu (co-advised with Zack Ives)

Jeffrey Tao (co-advised with Andrew Head)

Zixuan Yi (co-advised with Zack Ives)

Zijie Zhao