Estimating Information-Theoretic Quantities with Random Forests
Richard Guo, Cencheng Shen, Joshua Vogelstein, "Estimating Information-Theoretic Quantities with Random Forests." arXiv preprint arXiv:1907.00325, 2019.
CV
Education
- B.S. in GitHub, GitHub University, 2012
- M.S. in Jekyll, GitHub University, 2014
- Ph.D in Version Control Theory, GitHub University, 2018 (expected)
Work experience
- Summer 2015: Research Assistant
- Github University
- Duties included: Tagging issues
- Supervisor: Professor Git
- Fall 2015: Research Assistant
- Github University
- Duties included: Merging pull requests
- Supervisor: Professor Hub
Skills
- Skill 1
- Skill 2
- Sub-skill 2.1
- Sub-skill 2.2
- Sub-skill 2.3
- Skill 3
Publications
Graph Independence Testing
Junhao Xiong, Cencheng Shen, Jes{\"u}s Arroyo, Joshua Vogelstein, "Graph Independence Testing." arXiv preprint arXiv:1906.03661, 2019.
Graspy: Graph statistics in python
Jaewon Chung, Benjamin Pedigo, Eric Bridgeford, Bijan Varjavand, Hayden Helm, Joshua Vogelstein, "Graspy: Graph statistics in python." Journal of Machine Learning Research, 2019.
Standardizing Human Brain Parcellations
Patrick Myers, Ganesh Arvapalli, Sandhya Ramachandran, Derek Pisner, Paige Frank, Allison Lemmer, Eric Bridgeford, Aki Nikolaidis, Joshua Vogelstein, "Standardizing Human Brain Parcellations." bioRxiv, 2019.
mgcpy: A comprehensive high dimensional independence testing python package
Sambit Panda, Satish Palaniappan, Junhao Xiong, Ananya Swaminathan, Sandhya Ramachandran, Eric Bridgeford, Cencheng Shen, Joshua Vogelstein, "mgcpy: A comprehensive high dimensional independence testing python package." arXiv preprint arXiv:1907.02088, 2019.
Talks
Talk 1 on Relevant Topic in Your Field
Talk at UC San Francisco, Department of Testing, San Francisco, California
Tutorial 1 on Relevant Topic in Your Field
Tutorial at UC-Berkeley Institute for Testing Science, Berkeley CA, USA
Talk 2 on Relevant Topic in Your Field
Talk at London School of Testing, London, UK
Conference Proceeding talk 3 on Relevant Topic in Your Field
Conference proceedings talk at Testing Institute of America 2014 Annual Conference, Los Angeles, CA
Teaching
Service and leadership
- Currently signed in to 43 different slack teams