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Samuel B. Hopkins

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2017
[c6]
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Samuel B. Hopkins, David Steurer:
Efficient Bayesian Estimation from Few Samples: Community Detection and Related Problems. FOCS 2017: 379-390
[c5]
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Samuel B. Hopkins, Pravesh K. Kothari, Aaron Potechin, Prasad Raghavendra, Tselil Schramm, David Steurer:
The Power of Sum-of-Squares for Detecting Hidden Structures. FOCS 2017: 720-731
[i8]
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  - journals/corr/abs-1710-00264
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Samuel B. Hopkins, David Steurer:
Bayesian estimation from few samples: community detection and related problems. CoRR abs/1710.00264 (2017)
[i7]
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Samuel B. Hopkins, Pravesh K. Kothari, Aaron Potechin, Prasad Raghavendra, Tselil Schramm, David Steurer:
The power of sum-of-squares for detecting hidden structures. CoRR abs/1710.05017 (2017)
[i6]
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  - journals/corr/abs-1711-07454
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Samuel B. Hopkins, Jerry Li:
Mixture Models, Robustness, and Sum of Squares Proofs. CoRR abs/1711.07454 (2017)
2016
[c4]
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Boaz Barak, Samuel B. Hopkins, Jonathan A. Kelner, Pravesh Kothari, Ankur Moitra, Aaron Potechin:
A Nearly Tight Sum-of-Squares Lower Bound for the Planted Clique Problem. FOCS 2016: 428-437
[c3]
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Samuel B. Hopkins, Pravesh Kothari, Aaron Henry Potechin, Prasad Raghavendra, Tselil Schramm:
On the Integrality Gap of Degree-4 Sum of Squares for Planted Clique. SODA 2016: 1079-1095
[c2]
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Samuel B. Hopkins, Tselil Schramm, Jonathan Shi, David Steurer:
Fast spectral algorithms from sum-of-squares proofs: tensor decomposition and planted sparse vectors. STOC 2016: 178-191
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Boaz Barak, Samuel B. Hopkins, Jonathan A. Kelner, Pravesh Kothari, Ankur Moitra, Aaron Potechin:
A Nearly Tight Sum-of-Squares Lower Bound for the Planted Clique Problem. CoRR abs/1604.03084 (2016)
[i4]
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Boaz Barak, Samuel B. Hopkins, Jonathan A. Kelner, Pravesh Kothari, Ankur Moitra, Aaron Potechin:
A Nearly Tight Sum-of-Squares Lower Bound for the Planted Clique Problem. Electronic Colloquium on Computational Complexity (ECCC) 23: 58 (2016)
2015
[c1]
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Samuel B. Hopkins, Jonathan Shi, David Steurer:
Tensor principal component analysis via sum-of-square proofs. COLT 2015: 956-1006
[i3]
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Samuel B. Hopkins, Jonathan Shi, David Steurer:
Tensor principal component analysis via sum-of-squares proofs. CoRR abs/1507.03269 (2015)
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Samuel B. Hopkins, Pravesh K. Kothari, Aaron Potechin:
SoS and Planted Clique: Tight Analysis of MPW Moments at all Degrees and an Optimal Lower Bound at Degree Four. CoRR abs/1507.05230 (2015)
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Samuel B. Hopkins, Tselil Schramm, Jonathan Shi, David Steurer:
Speeding up sum-of-squares for tensor decomposition and planted sparse vectors. CoRR abs/1512.02337 (2015)

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