178 citations · 369 across the 22 of their papers we have counts for
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cs.LG2020★ 11 cited
Data-efficient Online Classification with Siamese Networks and Active Learning
Kleanthis Malialis, Christos G. Panayiotou, Marios M. Polycarpou
An ever increasing volume of data is nowadays becoming available in a streaming manner in many application areas, such as, in critical infrastructure systems, finance and banking,…
cs.LG2020★ 51 cited
Online Learning With Adaptive Rebalancing in Nonstationary Environments
Kleanthis Malialis, Christos G. Panayiotou, Marios M. Polycarpou
An enormous and ever-growing volume of data is nowadays becoming available in a sequential fashion in various real-world applications. Learning in nonstationary environments consti…