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07/01/2021
Secure Quantized Training for Deep Learning
We have implemented training of neural networks in secure multi-party co...
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03/26/2021
Data Augmentation in Natural Language Processing: A Novel Text Generation Approach for Long and Short Text Classifiers
In many cases of machine learning, research suggests that the developmen...
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11/23/2020
Effectiveness of MPC-friendly Softmax Replacement
Softmax is widely used in deep learning to map some representation to a ...
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10/28/2019
Secure Evaluation of Quantized Neural Networks
Image classification using Deep Neural Networks that preserve the privac...
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10/24/2019