Variance Reduction Techniques Problem:variance decreases with 1/N Increasing samples removes noise slowly Variance reduction: -Stratified sampling -Importance samplingVariance Reduction Techniques • Problem: variance decreases with 1/N – Increasing # samples removes noise slowly • Variance reduction: – Stratified sampling – Importance sampling