Scholar
Samuel B. Hopkins
Google Scholar ID: E_a3VB4AAAAJ
Massachusetts Institute of Technology
Algorithms
Complexity
Machine Learning
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Citations & Impact
All-time
Citations
2,718
H-index
22
i10-index
28
Publications
20
Co-authors
56
list available
Publications
10 items
A Simple Algorithm for Best Separable State
2026
Cited
0
Algorithms with Polynomially-Improved Approximation Factors for the $2 \rightarrow q$ Norm, and Applications
2026
Cited
0
Entrywise Low-Rank Approximation and Matrix $p \rightarrow q$ Norms via Global Correlation Rounding
2026
Cited
0
On the Accuracy of Newton Step and Influence Function Data Attributions
2025
Cited
0
Faster MAX-CUT on Bounded Threshold Rank Graphs
2025
Cited
0
Additive Approximation Schemes for Low-Dimensional Embeddings
2025
Cited
0
Rescaled Influence Functions: Accurate Data Attribution in High Dimension
2025
Cited
0
SoS Certificates for Sparse Singular Values and Their Applications: Robust Statistics, Subspace Distortion, and More
2024
Cited
0
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Co-authors
19 total
David Steurer
ETH Zürich
Tselil Schramm
Stanford University
Pravesh K. Kothari
Princeton University
Jerry Li
University of Washington
Jonathan Shi
Unknown affiliation
Prasad Raghavendra
Professor, University of California Berkeley
Boaz Barak
Harvard University
Ilias Diakonikolas
University of Wisconsin-Madison
