Distillation Techniques for Pseudo-rehearsal Based Incremental Learning. - Haseeb Shah; Khurram Javed; Faisal Shafait (CoRR, 2018)

An Open-World Extension to Knowledge Graph Completion Models. - Haseeb Shah; Johannes Villmow; Adrian Ulges; Ulrich Schwanecke; Faisal Shafait (AAAI, 2019)

Online Real-Time Recurrent Learning Using Sparse Connections and Selective Learning. - Khurram Javed; Haseeb Shah; Richard S. Sutton; Martha White (CoRR, 2023)

Scalable Real-Time Recurrent Learning Using Columnar-Constructive Networks. - Khurram Javed; Haseeb Shah; Richard S. Sutton; Martha White (J. Mach. Learn. Res., 2023)

q-exponential family for policy optimization. - Lingwei Zhu; Haseeb Shah; Han Wang; Martha White (CoRR, 2024)

GVFs in the real world: making predictions online for water treatment. - Muhammad Kamran Janjua; Haseeb Shah; Martha White; Erfan Miahi; Marlos C. Machado; Adam White 001 (Mach. Learn., 2024)

q-exponential family for policy optimization. - Lingwei Zhu; Haseeb Shah; Han Wang; Yukie Nagai; Martha White (ICLR, 2025)