3 citations · 3 across the 2 of their papers we have counts for
2 papers
cs.LG2021
Adversarial Targeted Forgetting in Regularization and Generative Based Continual Learning Models
Muhammad Umer, Robi Polikar
Continual (or "incremental") learning approaches are employed when additional knowledge or tasks need to be learned from subsequent batches or from streaming data. However these ap…
cs.LG2020★ 3 cited
Comparative Analysis of Extreme Verification Latency Learning Algorithms
Muhammad Umer, Robi Polikar
One of the more challenging real-world problems in computational intelligence is to learn from non-stationary streaming data, also known as concept drift. Perhaps even a more chall…