Hopkins, Samuel B.

7 publications

COLT 2025 Metric Embeddings Beyond Bi-Lipschitz Distortion via Sherali-Adams Ainesh Bakshi, Vincent Cohen-Addad, Rajesh Jayaram, Samuel B. Hopkins, Silvio Lattanzi

NeurIPS 2025 Rescaled Influence Functions: Accurate Data Attribution in High Dimension Ittai Rubinstein, Samuel B. Hopkins

ICLR 2025 Robustness Auditing for Linear Regression: To Singularity and Beyond Ittai Rubinstein, Samuel B. Hopkins

COLT 2024 Adversarially-Robust Inference on Trees via Belief Propagation Samuel B. Hopkins, Anqui Li

COLT 2019 A Robust Spectral Algorithm for Overcomplete Tensor Decomposition Samuel B. Hopkins, Tselil Schramm, Jonathan Shi

COLT 2019 How Hard Is Robust Mean Estimation? Samuel B. Hopkins, Jerry Li

COLT 2015 Tensor Principal Component Analysis via Sum-of-Square Proofs Samuel B. Hopkins, Jonathan Shi, David Steurer