102 citations · 323 across the 41 of their papers we have counts for
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Robust Cross-lingual Embeddings from Parallel Sentences
Ali Sabet, Prakhar Gupta, Jean-Baptiste Cordonnier +2
Recent advances in cross-lingual word embeddings have primarily relied on mapping-based methods, which project pretrained word embeddings from different languages into a shared spa…
Privacy-Preserving Classification with Secret Vector Machines
Valentin Hartmann, Konark Modi, Josep M. Pujol +1
Today, large amounts of valuable data are distributed among millions of user-held devices, such as personal computers, phones, or Internet-of-things devices. Many companies collect…
Secure Summation via Subset Sums: A New Primitive for Privacy-Preserving Distributed Machine Learning
Valentin Hartmann, Robert West
For population studies or for the training of complex machine learning models, it is often required to gather data from different actors. In these applications, summation is an imp…