Samuel B. Hopkins
Samuel B. Hopkins
Miller Fellow, UC Berkeley
Verified email at berkeley.edu - Homepage
TitleCited byYear
A nearly tight sum-of-squares lower bound for the planted clique problem
B Barak, S Hopkins, J Kelner, PK Kothari, A Moitra, A Potechin
SIAM Journal on Computing 48 (2), 687-735, 2019
722019
Tensor principal component analysis via sum-of-squares proofs
SB Hopkins, J Shi, D Steurer
arXiv preprint arXiv:1507.03269, 2015
692015
Fast spectral algorithms from sum-of-squares proofs: tensor decomposition and planted sparse vectors
SB Hopkins, T Schramm, J Shi, D Steurer
arXiv preprint arXiv:1512.02337, 2016
51*2016
On the integrality gap of degree-4 sum of squares for planted clique
SB Hopkins, P Kothari, AH Potechin, P Raghavendra, T Schramm
ACM Transactions on Algorithms (TALG) 14 (3), 28, 2018
32*2018
The power of sum-of-squares for detecting hidden structures
SB Hopkins, PK Kothari, A Potechin, P Raghavendra, T Schramm, ...
2017 IEEE 58th Annual Symposium on Foundations of Computer Science (FOCS …, 2017
242017
Mixture models, robustness, and sum of squares proofs
SB Hopkins, J Li
Proceedings of the 50th Annual ACM SIGACT Symposium on Theory of Computing …, 2018
222018
Bayesian estimation from few samples: community detection and related problems
SB Hopkins, D Steurer
arXiv preprint arXiv:1710.00264, 2017
19*2017
Kolmogorov Complexity, Circuits, and the Strength of Formal Theories of Arithmetic.
E Allender, G Davie, L Friedman, S Hopkins, I Tzameret
Chicago Journal of Theoretical Computer Science 2013, 15, 2013
102013
Sub-Gaussian mean estimation in polynomial time
SB Hopkins
arXiv preprint arXiv:1809.07425, 2018
82018
Statistical Inference and the Sum of Squares Method
SBK Hopkins
52018
Sum-of-squares meets program obfuscation, revisited
B Barak, SB Hopkins, A Jain, P Kothari, A Sahai
Annual International Conference on the Theory and Applications of …, 2019
42019
Quantum Entropy Scoring for Fast Robust Mean Estimation and Improved Outlier Detection
Y Dong, SB Hopkins, J Li
arXiv preprint arXiv:1906.11366, 2019
12019
How Hard Is Robust Mean Estimation?
SB Hopkins, J Li
arXiv preprint arXiv:1903.07870, 2019
12019
A Robust Spectral Algorithm for Overcomplete Tensor Decomposition
SB Hopkins, T Schramm, J Shi
Conference on Learning Theory, 1683-1722, 2019
2019
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Articles 1–14