Researcher profile
Alexander G. Ororbia
2 papers in the PaperMetrix corpus
Publications
Papers by this author
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Learning a Deep Hybrid Model for Semi-Supervised Text Classification
2015
We present a novel fine-tuning algorithm in a deep hybrid architecture for semisupervised text classification.
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Lifelong Neural Predictive Coding: Sparsity Yields Less Forgetting when Learning Cumulatively.
2019 · arXiv (Cornell University)
In lifelong learning systems, especially those based on artificial neural networks, one of the biggest obstacles is the severe inability to retain old knowledge as new information is encountered. This phenomenon is known as catastrophic …