3 citations · 6 across the 9 of their papers we have counts for
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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…
cs.LG2020
Targeted Forgetting and False Memory Formation in Continual Learners through Adversarial Backdoor Attacks
Muhammad Umer, Glenn Dawson, Robi Polikar
Artificial neural networks are well-known to be susceptible to catastrophic forgetting when continually learning from sequences of tasks. Various continual (or "incremental") learn…