Trevor Campbell | PIMS - Pacific Institute for the Mathematical Sciences

University of British Columbia

Trevor Campbell is an associate professor of statistics at the University of British Columbia. He completed a Ph.D. under Jonathan How in the Laboratory for Information and Decision Systems (LIDS) at MIT, and was previously a postdoctoral associate advised by Tamara Broderick in the Computer Science and Artificial Intelligence Laboratory (CSAIL) and Institute for Data, Systems, and Society (IDSS) at MIT.

Prof. Campbell won the 2023 PIMS/UBC Mathematical Sciences Early Career Award.

Since shortly after the popularization of stochastic gradient optimization methods in machine learning---which now scale model training to billions of examples and beyond---researchers have been trying to use the same basic data subsampling...