Active Learning for kNN Using Instance Impact. - Sayed Waleed Qayyumi; Laurence A. F. Park; Oliver Obst (AI, 2022)

Few-Shot and Transfer Learning with Manifold Distributed Datasets. - Sayed Waleed Qayyumi; Laurence A. F. Park; Oliver Obst (AusDM, 2023)

A Unified Manifold Similarity Measure Enhancing Few-Shot, Transfer, and Reinforcement Learning in Manifold-Distributed Datasets. - Sayed Waleed Qayyumi; Laureance F. Park; Oliver Obst (CoRR, 2024)