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Labins Interactive Map

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2 documents available in our comprehensive collection of Labins Interactive Map resources. Find practical guides, tutorials, and documentation to enhance your knowledge.

Preview of Semi-Supervised Interactive Algorithm for Change Point Detection using OCSVM
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Semi-Supervised Interactive Algorithm for Change Point Detection using OCSVM (23-14.pdf)

1.36 MBEN 30 pages
The paper presents a semi-supervised interactive algorithm for change point detection, aiming to identify abrupt changes in signals or time series, addressing a critical task with limited state-of-the-art supervised approaches
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Preview of Mitigating Catastrophic Forgetting in Reinforcement Learning
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Mitigating Catastrophic Forgetting in Reinforcement Learning (1802.07239.pdf)

2.49 MBChristos Kaplanis, Murray Shanahan, Claudia ClopathEN 14 pages
Unlike humans, artificial neural networks suffer from catastrophic forgetting, where new learning erases previously acquired knowledge. We show that a synaptic model with biological complexity can mitigate this issue at multiple timescales. This enables continual learning across...
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You can download PDF versions of the user's guide, manuals and ebooks about Labins Interactive Map, you can also find and download for free A free online manual (notices) with beginner and intermediate resources.