Tianqi Chen
tqchen@cmu.edu
Department
Machine Learning Department
Computer Science Department
Research Areas
Research Interests
Machine Learning
Advisees
Research Statement
I am interested in the intersection of machine learning and systems. The real excitement of this area comes from what can enable when we bring advanced learning techniques and system together. On that end, I am also pushing the direction on deep learning, knowledge transfer and lifelong learning.
I am a believer of open source and open science. My research involves publishing algorithms in openly accessible mediums and building open-source machine learning systems that are widely adopted. Here are the ML systems that I created:
- Apache TVM, an Automated End-to-End Optimizing Compiler for Deep Learning.
- XGBoost, a scalable tree boosting system.
- Apache MXNet(co-creator)