Optimal and Near-Optimal Adaptive Vector Quantization

Ran Ben-Basat, Yaniv Ben-Itzhak, Michael Mitzenmacher +1

Quantization is a fundamental optimization for many machine-learning use cases, including compressing gradients, model weights and activations, and datasets. The most accurate form…