Extending Sheldon M. Ross's Method for Efficient Large-Scale Variance Computation

Jiawen Li

We introduce Prior Knowledge Acceleration (PKA), a batch-update method for variance that reuses previously computed sufficient statistics to avoid full recomputation. The update id…