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David Steurer
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Publications
- 2020
- [c44]Jingqiu Ding, Samuel B. Hopkins, David Steurer:
Estimating Rank-One Spikes from Heavy-Tailed Noise via Self-Avoiding Walks. NeurIPS 2020 - [i41]Jingqiu Ding, Samuel B. Hopkins, David Steurer:
Estimating Rank-One Spikes from Heavy-Tailed Noise via Self-Avoiding Walks. CoRR abs/2008.13735 (2020) - 2017
- [c39]Samuel B. Hopkins, David Steurer:
Efficient Bayesian Estimation from Few Samples: Community Detection and Related Problems. FOCS 2017: 379-390 - [c38]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 - [i32]Samuel B. Hopkins, David Steurer:
Bayesian estimation from few samples: community detection and related problems. CoRR abs/1710.00264 (2017) - [i31]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) - 2016
- [c35]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 - 2015
- [c33]Samuel B. Hopkins, Jonathan Shi, David Steurer:
Tensor principal component analysis via sum-of-square proofs. COLT 2015: 956-1006 - [i26]Samuel B. Hopkins, Jonathan Shi, David Steurer:
Tensor principal component analysis via sum-of-squares proofs. CoRR abs/1507.03269 (2015) - [i25]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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