I was born and grew up in Nairobi, Kenya. When I was twelve I moved to Kuala Lumpur, Malaysia where I lived until I came to Stanford for university, liked it a lot and stayed. I love teaching and I'm into exploring our world (through both science and travelling). My research is in machine learning to understand human learning.


PhD

I was (well techincally still am) a PhD candidate advised by: Leo Guibas and Mehran Sahami and funded by a National Science Foundation Graduate Research Fellowship. Here is a copy of the latest draft of my dissertation and the slides from my defense.


Papers

  • Deep Knowledge Tracing

    C. Piech, J. Bassen, J. Huang, S. Ganguli, M. Sahami, L. Guibas, J. Sohl-Dickstein

    Proceedings of the 29th Conference on Neural Information Processing Systems, Montreal, Canada, 2015

  • Learning Program Embeddings to Propagate Feedback

    C. Piech, J. Huang, A. Nguyen, M. Phulsuksombati, M. Sahami, L. Guibas

    Proceedings of the 43rd International Conference on Machine Learning, Lille, France 2015

  • Inferring Problem Solving Policies

    C. Piech, M. Sahami, J. Huang, L. Guibas

    Proceedings of the 2nd ACM Conference on Learning at Scale, Vancouver, Canada, 2015

  • Scalable Homework Search

    A. Nguyen, C. Piech, J. Huang, L. Guibas

    Proceedings of the 23rd international conference on World Wide Web, Seoul, Korea, 2014

  • Variability of a Million Code Submissions

    J. Huang, C. Piech, A. Nguyen, L. Guibas

    MOOC Shop, 11th International Conference on the Learning Sciences, Boulder, USA. 2014

  • Tuning Peer Grading

    C. Piech, J. Huang, Z. Chen, C. Do, A. Ng, D. Koller

    Proceedings of the 6th International Conference on Educational Data Mining, Memphis, USA. 2013

  • Deconstructing Disengagment in MOOCs

    R. Kizilcec, C. Piech, E. Schneider

    Proceedings of the 3rd International Conference on Learning Analytics and Knowledge, Leuven, Belgium. 2013

  • Modeling How Students Learn To Program

    C. Piech, M. Sahami, D. Koller, S. Cooper, P. Blikstein

    Proceedings of the 43rd ACM Technical Symposium on Computer Science Education, Raleigh, USA. 2012

  • Informatics Education Using Nothing but a Browser

    C. Piech, E. Roberts

    Proceedings of the IFIP Conference on Informatics in a Globalised World of Education, Mombasa, Kenya. 2011


Graphs

...

Code.org problem solving policy graph of learned policy for how to solve a single open ended programming assignment from over 1M users. Each node is a unique partial-solution (and node 0 is the correct answer)

Course Pods Course Pods
Course Pods Course Pods
Course Pods

Projects