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Low-Rank Dependence Decomposition via Accelerated Symmetric Non-negative Matrix Factorization

As of 8 August 2026, this Paper Citation Record lists 70 of 70 outbound references and 0 inbound Pith citation observations for arXiv:2607.24518.

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2607.24518 v1

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Outbound references

Observation a86ed556-b3a3-43bf-aed1-4b79e9756b67 · outbound

This paper cites Decompositions of dependence for high-dimensional ex- tremes.Biometrika, 106(3):587–604, 06 2019.

Low-Rank Dependence Decomposition via Accelerated Symmetric Non-negative Matrix Factorization Decompositions of dependence for high-dimensional ex- tremes.Biometrika, 106(3):587–604, 06 2019

Reference 1

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This paper cites Springer-Verlag, 2001.

Low-Rank Dependence Decomposition via Accelerated Symmetric Non-negative Matrix Factorization Springer-Verlag, 2001

Reference 2

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This paper cites Resnick.Heavy-Tail Phenomena: Probabilistic and Statistical Modeling.

Low-Rank Dependence Decomposition via Accelerated Symmetric Non-negative Matrix Factorization Resnick.Heavy-Tail Phenomena: Probabilistic and Statistical Modeling

Reference 3

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This paper cites Symmetric nonnegative matrix factorization for graph clustering.

Low-Rank Dependence Decomposition via Accelerated Symmetric Non-negative Matrix Factorization Symmetric nonnegative matrix factorization for graph clustering

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This paper cites Symnmf: Nonnegative low-rank approximation of a similarity matrix for graph clustering.Journal of Global Optimization, 62(3):545–574, 2015.

Low-Rank Dependence Decomposition via Accelerated Symmetric Non-negative Matrix Factorization Symnmf: Nonnegative low-rank approximation of a similarity matrix for graph clustering.Journal of Global Optimization, 62(3):545–574, 2015

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This paper cites Adaptive subgradient methods for online learning and stochastic optimization.Journal of Machine Learning Research, 12:2121–2159, 2011.

Low-Rank Dependence Decomposition via Accelerated Symmetric Non-negative Matrix Factorization Adaptive subgradient methods for online learning and stochastic optimization.Journal of Machine Learning Research, 12:2121–2159, 2011

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Low-Rank Dependence Decomposition via Accelerated Symmetric Non-negative Matrix Factorization Unresolved cited work

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Observation d4d8e3d1-336e-40c8-ad60-382497ff94eb · outbound

This paper cites Lee and H.

Low-Rank Dependence Decomposition via Accelerated Symmetric Non-negative Matrix Factorization Lee and H

Reference 8

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Low-Rank Dependence Decomposition via Accelerated Symmetric Non-negative Matrix Factorization Lee and H

Reference 9

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Observation 770f9cd7-1451-4b0c-ac9e-eb7b2710c533 · outbound

This paper cites Fundamentals of Algorithms.

Low-Rank Dependence Decomposition via Accelerated Symmetric Non-negative Matrix Factorization Fundamentals of Algorithms

Reference 10

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This paper cites Distributed optimization and statistical learning via the alternating direction method of multipliers.Foun- dations and Trends in Machine Learning, 3(1):1–122, 2011.

Low-Rank Dependence Decomposition via Accelerated Symmetric Non-negative Matrix Factorization Distributed optimization and statistical learning via the alternating direction method of multipliers.Foun- dations and Trends in Machine Learning, 3(1):1–122, 2011

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This paper cites Symmetric non- negative matrix factorization: Algorithms and applications to probabilistic clustering.IEEE Transactions on Neural Networks, 22(12):2117–2131, 2011.

Low-Rank Dependence Decomposition via Accelerated Symmetric Non-negative Matrix Factorization Symmetric non- negative matrix factorization: Algorithms and applications to probabilistic clustering.IEEE Transactions on Neural Networks, 22(12):2117–2131, 2011

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This paper cites Nemirovsky and David B.

Low-Rank Dependence Decomposition via Accelerated Symmetric Non-negative Matrix Factorization Nemirovsky and David B

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This paper cites Minimization of functions having Lipschitz continuous first partial derivatives.

Low-Rank Dependence Decomposition via Accelerated Symmetric Non-negative Matrix Factorization Minimization of functions having Lipschitz continuous first partial derivatives

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This paper cites Some methods of speeding up the convergence of iteration methods.USSR Computational Mathematics and Mathematical Physics, 4(5):1–17, 1964.

Low-Rank Dependence Decomposition via Accelerated Symmetric Non-negative Matrix Factorization Some methods of speeding up the convergence of iteration methods.USSR Computational Mathematics and Mathematical Physics, 4(5):1–17, 1964

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Low-Rank Dependence Decomposition via Accelerated Symmetric Non-negative Matrix Factorization A fast iterative shrinkage-thresholding algorithm for linear inverse problems.SIAM Journal on Imaging Sciences, 2(1):183–202, 2009

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This paper cites Adaptive restart for accelerated gradient schemes.Foundations of Computational Mathematics, 15(3):715–732, 2015.

Low-Rank Dependence Decomposition via Accelerated Symmetric Non-negative Matrix Factorization Adaptive restart for accelerated gradient schemes.Foundations of Computational Mathematics, 15(3):715–732, 2015

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This paper cites Lecture 6.5—RMSProp: Divide the gradient by a running average of its recent magnitude.

Low-Rank Dependence Decomposition via Accelerated Symmetric Non-negative Matrix Factorization Lecture 6.5—RMSProp: Divide the gradient by a running average of its recent magnitude

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This paper cites Adam: A Method for Stochastic Optimization.

Low-Rank Dependence Decomposition via Accelerated Symmetric Non-negative Matrix Factorization Adam: A Method for Stochastic Optimization

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Low-Rank Dependence Decomposition via Accelerated Symmetric Non-negative Matrix Factorization Incorporating Nesterov momentum into Adam.ICLR Workshop, 2016

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This paper cites Adan: Adaptive nes- terov momentum algorithm for faster optimizing deep models.IEEE Transactions on Pattern Analysis and Machine Intelligence, 46(4):1791–1804, 2024.

Low-Rank Dependence Decomposition via Accelerated Symmetric Non-negative Matrix Factorization Adan: Adaptive nes- terov momentum algorithm for faster optimizing deep models.IEEE Transactions on Pattern Analysis and Machine Intelligence, 46(4):1791–1804, 2024

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This paper cites Accelerating stochastic gradient descent using predictive vari- ance reduction.Advances in Neural Information Processing Systems, 26, 2013.

Low-Rank Dependence Decomposition via Accelerated Symmetric Non-negative Matrix Factorization Accelerating stochastic gradient descent using predictive vari- ance reduction.Advances in Neural Information Processing Systems, 26, 2013

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Low-Rank Dependence Decomposition via Accelerated Symmetric Non-negative Matrix Factorization Friedlander and Mark Schmidt

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This paper cites Byrd, Gillian M.

Low-Rank Dependence Decomposition via Accelerated Symmetric Non-negative Matrix Factorization Byrd, Gillian M

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Low-Rank Dependence Decomposition via Accelerated Symmetric Non-negative Matrix Factorization Unresolved cited work

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Low-Rank Dependence Decomposition via Accelerated Symmetric Non-negative Matrix Factorization Algorithms for nonnegative matrix and tensor factorizations: A unified view based on block coordinate descent framework.Journal of Global Optimization, 58(2):285–319, 2014

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Low-Rank Dependence Decomposition via Accelerated Symmetric Non-negative Matrix Factorization A method for the solution of certain non-linear problems in least squares

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Low-Rank Dependence Decomposition via Accelerated Symmetric Non-negative Matrix Factorization Marquardt

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Low-Rank Dependence Decomposition via Accelerated Symmetric Non-negative Matrix Factorization Wright.Numerical Optimization

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Low-Rank Dependence Decomposition via Accelerated Symmetric Non-negative Matrix Factorization Distributed-memory parallel symmetric nonnegative matrix factorization

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Low-Rank Dependence Decomposition via Accelerated Symmetric Non-negative Matrix Factorization Matheson, and Haesun Park

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Low-Rank Dependence Decomposition via Accelerated Symmetric Non-negative Matrix Factorization Randomized Algorithms for Symmetric Nonnegative Matrix Factorization

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Observation 518ad2ce-3cf7-41d2-8b1a-4a34c54f466e · outbound

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Low-Rank Dependence Decomposition via Accelerated Symmetric Non-negative Matrix Factorization SymNMF-Net for The Symmetric NMF Problem

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Low-Rank Dependence Decomposition via Accelerated Symmetric Non-negative Matrix Factorization Re- thinking non-negative matrix factorization with implicit neural representations

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Low-Rank Dependence Decomposition via Accelerated Symmetric Non-negative Matrix Factorization Springer Science & Business Media, 2013

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Low-Rank Dependence Decomposition via Accelerated Symmetric Non-negative Matrix Factorization Springer Series in Operations Research and Financial Engineering

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Low-Rank Dependence Decomposition via Accelerated Symmetric Non-negative Matrix Factorization Resnick.Extreme Values, Regular Variation and Point Processes

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Observation 03965d59-5a84-4f47-be45-a201f183a2c2 · outbound

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Low-Rank Dependence Decomposition via Accelerated Symmetric Non-negative Matrix Factorization Basel iii: A global regulatory framework for more resilient banks and banking systems, 2011

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Low-Rank Dependence Decomposition via Accelerated Symmetric Non-negative Matrix Factorization A tail dependence-based dissimilarity measure for financial time series clustering.Adv Data Anal Classif, 5:323–340, 2011

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Observation a2542287-e601-4991-9cf2-54230dec8a9b · outbound

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Low-Rank Dependence Decomposition via Accelerated Symmetric Non-negative Matrix Factorization Hierarchical risk parity: Accounting for tail dependencies in multi-asset multi-factor allocations

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Low-Rank Dependence Decomposition via Accelerated Symmetric Non-negative Matrix Factorization Bivariate extreme statistics.Annals of the Institute of Statistical Mathematics, 11(2):195–210, 1960

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Observation 684116f4-90ce-45c2-88d3-5ea93680f0d0 · outbound

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Observation 534f01b2-8558-43ac-af36-bfd96594d33f · outbound

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Low-Rank Dependence Decomposition via Accelerated Symmetric Non-negative Matrix Factorization Extremal behavior of stochastic integrals driven by regularly varying l´ evy processes.The Annals of Probability, 35(1):225–264, jan 2007

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Observation 4a1edfae-d484-4c5c-9a45-db42ce1f9e38 · outbound

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Low-Rank Dependence Decomposition via Accelerated Symmetric Non-negative Matrix Factorization Konstantinides, and Dingding Wang

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source=pdf_text observed=2026-07-31T12:43:18.804678Z digest=sha256:cae98be0216d6c2524b4c0979d1ff6b9d1ef432de15cb78477310c99742761f8

Observation c12a8276-3b36-464f-847c-11027512ee71 · outbound

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Low-Rank Dependence Decomposition via Accelerated Symmetric Non-negative Matrix Factorization Bertsekas.Nonlinear Programming

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Observation a9080371-0c02-4034-ae93-20291b871ee3 · outbound

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Low-Rank Dependence Decomposition via Accelerated Symmetric Non-negative Matrix Factorization Projected gradient methods for nonnegative matrix factorization.Neural Com- putation, 19(10):2756–2779, 2007

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Observation 2a0e2ea6-0d28-4d06-b673-ccd6dd350088 · outbound

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Observation 1f68580e-b151-41d1-918b-2dc90d932b1e · outbound

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source=pdf_text observed=2026-07-31T12:43:18.824039Z digest=sha256:dace49a2710d5e134e27e699e629bec6f5b9d45af20a57b6a33dc8b58d6b958e

Observation e9768242-4651-4088-bc76-c9c814a2a270 · outbound

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Low-Rank Dependence Decomposition via Accelerated Symmetric Non-negative Matrix Factorization Consistency of spectral clustering in stochastic block models

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Observation 21ad0e32-3945-4657-ac25-8421aba732a8 · outbound

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Observation 33c5f6d2-6f96-4ccf-85c8-1daf21a528c2 · outbound

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Observation 2102d690-f2d1-432d-8f23-6163ac90c227 · outbound

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Low-Rank Dependence Decomposition via Accelerated Symmetric Non-negative Matrix Factorization Efficient estimations from a slowly convergent Robbins–Monro process.Tech- nical Report, Cornell University, 1988

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source=pdf_text observed=2026-07-31T12:43:18.845941Z digest=sha256:cdf4992882e756c8e26d5cf205ad470ee9c9ae6fb681a4e4b0248a2d5245e713

Observation 47a2a200-9b91-4793-a3ea-82e9324e8b1c · outbound

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Low-Rank Dependence Decomposition via Accelerated Symmetric Non-negative Matrix Factorization Dual averaging methods for regularized stochastic learning and online optimization

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Observation 1752e185-0428-443f-bd37-5741c2dbca11 · outbound

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Observation 0fcb1583-6ac6-4d83-971f-8c88a5c5efeb · outbound

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Low-Rank Dependence Decomposition via Accelerated Symmetric Non-negative Matrix Factorization Woodruff

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Observation c12c72a9-ec20-48e1-8c4b-b52e097d393c · outbound

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Observation 5acb6997-ac1a-49da-98d1-b6f7797a9d52 · outbound

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Observation a517d9fa-aad2-4597-8f4b-8b7b518c7505 · outbound

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Observation 55559680-dc8c-49a4-9f61-c888968f2cd2 · outbound

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Low-Rank Dependence Decomposition via Accelerated Symmetric Non-negative Matrix Factorization Modelling cytoskeletal traffic: an interplay between passive diffusion and active transport

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Observation 987923da-6669-4c6b-9e12-f69f87a7ac89 · outbound

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Low-Rank Dependence Decomposition via Accelerated Symmetric Non-negative Matrix Factorization A stochastic nonconvex splitting method for symmetric nonnegative matrix factorization

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Observation 9c485e98-84ff-46a8-8d91-82f792c79fa6 · outbound

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Low-Rank Dependence Decomposition via Accelerated Symmetric Non-negative Matrix Factorization Convergence analysis of alternating direction method of multipliers for nonconvex problems.Journal of Optimization Theory and Applications, 172(3):33–64, 2016

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Observation b4fe9564-205c-4c02-b092-0d2636093f54 · outbound

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Observation eaa01770-ec63-48bb-ac5d-9e226832c7b9 · outbound

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Observation 50dcb98c-879c-4c7a-a0cb-459550ff3855 · outbound

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Low-Rank Dependence Decomposition via Accelerated Symmetric Non-negative Matrix Factorization Variants of RMSProp and Adagrad with logarithmic regret bounds

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Observation ecd50201-3b19-41a7-932d-9291d401632a · outbound

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Low-Rank Dependence Decomposition via Accelerated Symmetric Non-negative Matrix Factorization Disentangling adaptive gradient methods from learning rates

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Observation eca0fd87-7809-4d70-bb45-dd34023f59b6 · outbound

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Low-Rank Dependence Decomposition via Accelerated Symmetric Non-negative Matrix Factorization AdagradDecay optimizer.https://deeprec.readthedocs.io/en/latest/ AdagradDecay-Optimizer.html, 2023

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Observation 3d44397e-b67f-4f89-9980-66f81dcd1d3d · outbound

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Low-Rank Dependence Decomposition via Accelerated Symmetric Non-negative Matrix Factorization SGDR: Stochastic gradient descent with warm restarts

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Observation 7dedc14d-c674-4b13-80ad-5cfc5eb052a7 · outbound

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Low-Rank Dependence Decomposition via Accelerated Symmetric Non-negative Matrix Factorization Grad-GradaGrad? A Non-Monotone Adaptive Stochastic Gradient Method

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Observation ff441907-3097-4bc2-ad4b-d1e841e33c41 · outbound

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