This page lists some machine learning related research at Microsoft Research Asia, conducted by Kan Ren and other colleagues in AI&ML group. The research topics cover spatial-temporal data mining, sequential decision making with reinforcement learning, meta-learning and ensemble learning, etc. These researches have been transferring to or conducted in real-world application scenarios such as healthcare and finance. Some researches are open-sourced via Qlib, AutoRL and SeqML.
We are hiring research interns on spatial-temporal data mining, forecasting, anomaly detection, representation learning and multi-modal pretraining at Microsoft Research Asia. Please contact kanren[-AT-]microsoft.com if you have interests.