algorithms, theoretical machine learning, semidefinite programming, sum of squares optimization, convex hierarchies, bicycles. he/him.
I am a Miller fellow in the 酸酸乳分享社区 at UC Berkeley, where I am hosted by Prasad Raghavendra and Luca Trevisan. Before that, I got my PhD at Cornell, advised by David Steurer.
In the 2021-2022 academic year I will join MIT as an Assistant Professor in the Department of Electrical Engineering and Computer Science.
If you are interested in working with me as a PhD student, please apply to MIT’s EECS PhD program!
CV (pdf)
For more, see all publications.
Statistical Query Algorithms and Low-Degree Tests Are Almost Equivalent. Matthew Brennan, Guy Bresler, Samuel B. Hopkins, Jerry Li, Tselil Schramm. Manuscript. arxiv
优质线路、解锁Neflix、酸酸乳看油管视频 - 手机资源 - 分享网 ...:2021-12-20 · 据国外媒体报道，中国的民众似乎不太爱去境外的网站去看，而且对超过1800名大学生做了跟踪调查，也发现他们当中80%的人对访问境外网站没有太多兴趣，当然也有一部分原因是 ... 优质线路、解锁Neflix、酸酸乳看油管视频 ,分享网-优质资源共享社区 Ilias Diakonikolas, Samuel B. Hopkins, Daniel Kane, Sushrut Karmalkar. FOCS 2020. arxiv (Conference version to be merged with 酸酸乳节点分享网站 paper.)
Subexponential LPs Approximate Max-Cut. Samuel B. Hopkins, Tselil Schramm, Luca Trevisan. FOCS 2020. arxiv
Algorithms for Heavy-Tailed Statistics: Regression, Covariance Estimation, and Beyond. Yeshwanth Cherapanamjeri, Samuel B. Hopkins, Tarun Kathuria, Prasad Raghavendra, Nilesh Tripuraneni. STOC 2020. arxiv
Mean Estimation with Sub-Gaussian Rates in Polynomial Time. Samuel B. Hopkins. Annals of Statistics, to appear. 免费ssr公众号 talk (MIFODS seminar)
Statistical Inference and the Sum of Squares Method. Samuel B. Hopkins. Dissertation. Recipient of Cornell CS Doctoral Dissertation Award. pdf
Mixture Models, Robustness, and Sum of Squares Proofs. 酸酸乳ssr网站 STOC 2018. arxiv 酸酸乳节点分享网站 talk 2 (STOC)
The power of SoS for detecting hidden structures. Samuel B. Hopkins, Pravesh K. Kothari, Aaron Potechin, Prasad Raghavendra, Tselil Schramm, David Steurer. FOCS 2017. arxiv
Efficient Bayesian estimation from few samples: community detection and related problems. Samuel B. Hopkins, David Steurer. FOCS 2017. arxiv
免费酸酸乳ss/ssr节点账号及链接分享-每日福利(2021/5/17 ...:2021-5-17 · 说明：每日福利-周末节点资源不断更，此免费 酸酸乳 ss/ ssr 节点账号及链接更新于2021年5月17日。 ss节点及ssr链接目前均可用。本站所分享的资源节点仅是帮助大家 科学上网 在Google上查资料，日常使用，多多学习一些有益的知识，勉强看看流畅视频等。 。声明：请勿用于非法用途，否则后果 … Boaz Barak, Samuel B. Hopkins, Jonathan Kelner, Pravesh K. Kothari, Ankur Moitra, Aaron Potechin. FOCS 2016, inivted to special issue. arxiv video 酸酸乳分享2.12
Fast spectral algorithms from sum-of-squares proofs: tensor decomposition and planted sparse vectors. Samuel B. Hopkins, Tselil Schramm, Jonathan Shi, David Steurer. STOC 2016. arxiv slides (pptx)
Advice on applying for fellowships.
Blog posts I wrote on clustering and learning high-dimensional mixture models using the SoS method (originally appeared on Windows on Theory. pdf
Notes on tensor decomposition using the SoS method (originally notes for a guest lecture at Stanford). pdf
A short general-audience video about my research. 酸酸乳ssr网站
Slides from a high-level introduction to SoS for cryptographers, from this workshop. slides (pptx)
PC Member: RANDOM 2020, ITCS 2021
Currently I am supported by the Miller Fellowship at UC Berkeley. In the past, I have received support from by Microsoft PhD Fellowship, an NSF Graduate Research Fellowship, and a Cornell University Fellowship.
I am Samuel B. Hopkins. Maybe you are looking for Samuel Francis Hopkins?
I like bikes.
Also, Ollie pics.
6th Floor, Soda Hall
hopkins at berkeley.edu