Samuel B. Hopkins
Scholar

Samuel B. Hopkins

Google Scholar ID: E_a3VB4AAAAJ
Massachusetts Institute of Technology
AlgorithmsComplexityMachine Learning
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Citations & Impact
All-time
Citations
2,354
 
H-index
22
 
i10-index
27
 
Publications
20
 
Co-authors
56
list available
Contact
No contact links provided.
Publications
7 items
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
Metric Embeddings Beyond Bi-Lipschitz Distortion via Sherali-Adams
2023
Cited
1
Fast, Sample-Efficient, Affine-Invariant Private Mean and Covariance Estimation for Subgaussian Distributions
Annual Conference Computational Learning Theory · 2023
Cited
22
Resume (English only)
Co-authors
56 total
David Steurer
David Steurer
ETH Zürich
Tselil Schramm
Tselil Schramm
Stanford University
Pravesh K. Kothari
Pravesh K. Kothari
Princeton University
Jerry Li
Jerry Li
University of Washington
Co-author 5
Co-author 5
Co-author 6
Co-author 6
Prasad Raghavendra
Prasad Raghavendra
Professor, University of California Berkeley
Boaz Barak
Boaz Barak
Harvard University