Researchers present optimal sublinear algorithms for high‑dimensional mean estimation. Read more: https://getnews.me/optimal-sublinear-algorithms-for-high-dimensional-mean-estimation/ #algorithms #highdimensional #meanestimation
October 8, 2025 at 12:40 PM
Researchers present optimal sublinear algorithms for high‑dimensional mean estimation. Read more: https://getnews.me/optimal-sublinear-algorithms-for-high-dimensional-mean-estimation/ #algorithms #highdimensional #meanestimation
A new sequential estimator uses random interval queries with 1‑bit responses to achieve (ε, δ)-PAC mean estimation, requiring ~O(σ²/ε²·log 1/δ + log λ/σ) samples. Read more: https://getnews.me/sequential-1-bit-mean-estimation-achieves-near-optimal-sample-complexity/ #meanestimation #1bit
September 29, 2025 at 5:55 PM
A new sequential estimator uses random interval queries with 1‑bit responses to achieve (ε, δ)-PAC mean estimation, requiring ~O(σ²/ε²·log 1/δ + log λ/σ) samples. Read more: https://getnews.me/sequential-1-bit-mean-estimation-achieves-near-optimal-sample-complexity/ #meanestimation #1bit