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effective learning time

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If you are looking for an answer to the question What is Artificial Intelligence? and you only have a minute, then here's the definition the Association for the Advancement of Artificial Intelligence offers on its home page: "the scientific understanding of the mechanisms underlying thought and intelligent behavior and their embodiment in machines."

However, if you are fortunate enough to have more than a minute, then please get ready to embark upon an exciting journey exploring AI (but beware, it could last a lifetime) …

Fig. R1: Loss over effective learning time for the linear problem and different values of initial connectivity strength g and target value ˆz

Neural Information Processing SystemsAug-15-2025, 08:32:45 GMT

We thank the reviewers for their positive and constructive feedback on the paper. We also addressed all the other comments, and they will appear in the revised version. We trained an LSTM network on the NLP task of sentiment analysis (Fig. R2). As in our paper, we found that the resulting changes to the network weights are of low rank. Note that one may not observe this behavior for any task and network off the shelf.

effective learning time, expansion, linear problem and different value, (8 more...)

Neural Information Processing Systems

Technology: Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (0.82)

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