output
20142025
most citedDeep Learning with Differential Privacy

6.3k citations

researchers with a paper here
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Showing 2016 · stat.MLShow all

2 papers · 2 filters

stat.ML2016★ 6.3k cited

Deep Learning with Differential Privacy

Martín Abadi, Andy Chu, Ian Goodfellow +4

Machine learning techniques based on neural networks are achieving remarkable results in a wide variety of domains. Often, the training of models requires large, representative dat…

stat.ML2016★ 199 cited

Adversarial Training Methods for Semi-Supervised Text Classification

Takeru Miyato, Andrew M. Dai, Ian Goodfellow

Adversarial training provides a means of regularizing supervised learning algorithms while virtual adversarial training is able to extend supervised learning algorithms to the semi…