3 citations · 6 across the 4 of their papers we have counts for
4 papers
Mitigating Bias in Text Classification via Prompt-Based Text Transformation
Charmaine Barker, Dimitar Kazakov
The presence of specific linguistic signals particular to a certain sub-group can become highly salient to language models during training. In automated decision-making settings, t…
Unified Framework for the Adaptive Operator Selection of Discrete Parameters
Mudita Sharma, Manuel Lopez-Ibanez, Dimitar Kazakov
We conduct an exhaustive survey of adaptive selection of operators (AOS) in Evolutionary Algorithms (EAs). We simplified the AOS structure by adding more components to the framewor…
Deep Reinforcement Learning Based Parameter Control in Differential Evolution
Mudita Sharma, Alexandros Komninos, Manuel Lopez Ibanez +1
Adaptive Operator Selection (AOS) is an approach that controls discrete parameters of an Evolutionary Algorithm (EA) during the run. In this paper, we propose an AOS method based o…
Creating a level playing field for all symbols in a discretization
Matthew Butler, Dimitar Kazakov
In time series analysis research there is a strong interest in discrete representations of real valued data streams. One approach that emerged over a decade ago and is still consid…