Tianqi Chen Assistant Professor Email tqchen@cmu.edu Department Machine Learning Department Computer Science Department Research Interests Machine Learning Advisees Bohan Hou Hongyi Jin Ruihang Lai CSD Courses Taught 15642 - Spring, 2024 15442 - Spring, 2024 Research/Teaching 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)
