Christopher Musco

Visiting Researcher@Brown University·美国·OpenReview

研究方向

randomized numerical linear algebra · matrix sketching · low-rank approximation · coresets · sampling · kernel methods · randomized algorithms · streaming

8.0

The Polar Express: Optimal Matrix Sign Methods and their Application to the Muon Algorithm

ICLR 2026Oral

三作

4.5

PolySHAP: Extending KernelSHAP with Interaction-Informed Polynomial Regression

ICLR 2026Poster

三作

7.8

Regression-adjusted Monte Carlo Estimators for Shapley Values and Probabilistic Values

NeurIPS 2025Poster

三作

7.3

Provably Accurate Shapley Value Estimation via Leverage Score Sampling

ICLR 2025Spotlight

一作

6.0

Distance Adaptive Beam Search for Provably Accurate Graph-Based Nearest Neighbor Search

NeurIPS 2025Poster

5.8

Matrix Product Sketching via Coordinated Sampling

合作者 (19)