research
∙
11/12/2019
Hyper-Sphere Quantization: Communication-Efficient SGD for Federated Learning
The high cost of communicating gradients is a major bottleneck for feder...
share
research
∙
11/12/2019
Norm-Explicit Quantization: Improving Vector Quantization for Maximum Inner Product Search
Vector quantization (VQ) techniques are widely used in similarity search...
research
∙
06/25/2019
Pyramid: A General Framework for Distributed Similarity Search
Similarity search is a core component in various applications such as im...
research
∙
02/26/2018