Chi-Nguyen Tran

Chi-Nguyen Tran

Robots that see, decide and act. AI R&D Lead at Realtime Robotics, final-year AI student at VNUHCM-US. Looking for PhD positions (Fall 2027).

MIST: Reliable Streaming Decision Trees for Online Class-Incremental Learning via McDiarmid Bound

MIST: Reliable Streaming Decision Trees for Online Class-Incremental Learning via McDiarmid Bound
NeurIPS 2026 Main Track Co-first author
MIST: Reliable Streaming Decision Trees for Online Class-Incremental Learning via McDiarmid Bound
Phu-Hoa Pham*, Chi-Nguyen Tran*, Phu-Quy Nguyen-Lam, Duy-Minh Dao-Sy, Trung-Kiet Huynh, Long Tran-Thanh
Streaming decision trees that learn new classes online from a data stream, with split decisions backed by a McDiarmid concentration bound and knowledge inherited across splits.
arXiv PDF

MIST: Reliable Streaming Decision Trees for Online Class-Incremental Learning via McDiarmid Bound

Pham, P.-H.*, Tran, C.-N.*, Nguyen-Lam, P.-Q., Dao-Sy, D.-M., Huynh, T.-K., Tran-Thanh, L. (2026). MIST: Reliable Streaming Decision Trees for Online Class-Incremental Learning via McDiarmid Bound. NeurIPS 2026. arXiv:2605.11617.