Efficient Optimization Methods for Extreme Similarity Learning with Nonlinear Embeddings

Bowen Yuan, Yu-Sheng Li, Pengrui Quan +1

We study the problem of learning similarity by using nonlinear embedding models (e.g., neural networks) from all possible pairs. This problem is well-known for its difficulty of tr…