WebSep 16, 2016 · Moritz Hardt, Tengyu Ma, Benjamin Recht We prove that stochastic gradient descent efficiently converges to the global optimizer of the maximum likelihood objective of an unknown linear time-invariant dynamical system from a sequence of noisy observations generated by the system. http://export.arxiv.org/abs/2204.10137
[2107.13163] Statistically Meaningful Approximation: a Case …
WebApr 21, 2024 · Tengyu Ma, Risheng Liu, Xin Fan, Zhongxuan Luo (Submitted on 21 Apr 2024) Abstract:Existing low-light image enhancement techniques are mostly not only difficult to deal with both visual quality and computational efficiency but also commonly invalid in unknown complex scenarios. In this paper, we develop a new WebJul 28, 2024 · Tengyu Ma export bibtex citation Bookmark Bibliographic Tools Bibliographic and Citation Tools Bibliographic Explorer ( What is the Explorer?) Litmaps ( What is Litmaps?) scite Smart Citations ( What are Smart Citations?) Code, Data, Media Demos Related Papers About arXivLabs prime medical group orange park fl
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WebTengyu Ma, Long Ma, Xin Fan, Zhongxuan Luo, Risheng Liu: PIA: Parallel Architecture with Illumination Allocator for Joint Enhancement and Detection in Low-Light. ACM Multimedia 2024: 2070-2078 [i2] Long Ma, Tengyu Ma, Risheng Liu, Xin Fan, Zhongxuan Luo: Toward Fast, Flexible, and Robust Low-Light Image Enhancement. CoRR abs/2204.10137 ( … WebTengyu Ma 0001 Stanford University, CA, USA Tengyu Ma 0002 Harbin Institute of Technology, Harbin, China Tengyu Ma 0003 Vanderbilt University, TN, USA Tengyu Ma 0004 Dalian University of Technology, School of Software Technology, China All 5 matches Tengyu Ma 0001 Stanford University, CA, USA Tengyu Ma 0002 WebMy broad interests: Current projects (as of 2024): spin glass methods for average-case constraint-satisfaction problems (CSPs), certifying far-from-satisfiability for average-case CSPs, explicit unweighted sparsifiers of edge-transitive graphs, proper scoring/aggregation algorithms for expert predictions weighted by specializations, etiology of ... playlist names for throwback songs