Systems Scientist

Electrical and Computer Engineering at Carnegie Mellon University

Piotr Mardziel

Source: College of Engineering

Contact Info: 
Carnegie Mellon University
NASA Ames Research Center
Building 23, Room 224
Moffett Field, CA 94035

Emailpiotrm@cmu.edu

Phone: 650-335-2833

DirectionsBuilding 23

 

 

  

 

Bio 

His research revolves around interpretability and accountability for privacy and fairness in machine learning pipelines. His work also includes probabilistic programming and formal methods with applications to privacy and information security. Prior to joining CMU, Piotr was a post-doctoral researcher at CMU CyLab and the University of Maryland where he completed his Ph.D. within the Programming Languages group (PLUM). 

 

Education

Ph.D., University of Maryland, College Park, 2016
M.S., Worcester Polytechnic Institute, 2007
B.S., Worcester Polytechnic Institute, 2005

  

Current Interests

  • Computer Systems

  • Security and Privacy

  • Analytics and Machine Learning

  •  Foundations and Formal Methods

  • Application Domains

  • Machine learning

  • Signal Processing, Communications, and Controls

  • Data Science

  • Deep Learning

  • Information Theory
    • Fairness
    • Accountability
    • Transparency
    • Programming Languages
    • Static Analysis
    • Information Flow