Theory of Decentralized Robust Kernel-Based Learning | Paper Citation Record

Observation 67e5696e-4e20-43a6-b520-8e99c6b1f877 · outbound

This paper cites On regularization algorithms in learning theory, Journal of complexity, 23.1: 52-72, 2007.

Theory of Decentralized Robust Kernel-Based Learning On regularization algorithms in learning theory, Journal of complexity, 23.1: 52-72, 2007

Reference 1

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This paper cites Hendrickx, Alex Olshevsky, and John N.

Theory of Decentralized Robust Kernel-Based Learning Hendrickx, Alex Olshevsky, and John N

Reference 2

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This paper cites Optimal rates for the regularized least-squares algorithm.

Theory of Decentralized Robust Kernel-Based Learning Optimal rates for the regularized least-squares algorithm

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:32:59.927581Z

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Observation fb5b5a6a-6753-4290-8877-543726d1a13a · outbound

This paper cites Consistency and robustness of kernel-based regres- sion in convex risk minimization.

Theory of Decentralized Robust Kernel-Based Learning Consistency and robustness of kernel-based regres- sion in convex risk minimization

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:32:59.714431Z

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Observation 2546f420-6ef1-4d47-8768-3ed01f8555f8 · outbound

This paper cites Learning theory: An Approximation Theory Viewpoint.

Theory of Decentralized Robust Kernel-Based Learning Learning theory: An Approximation Theory Viewpoint

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:32:59.499599Z

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This paper cites Duchi, Alekh Agarwal, Martin J.

Theory of Decentralized Robust Kernel-Based Learning Duchi, Alekh Agarwal, Martin J

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:32:59.342859Z

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This paper cites an unresolved cited work.

Theory of Decentralized Robust Kernel-Based Learning Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:32:59.160260Z

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Observation 890c763e-2e6a-4e3c-8cf3-555f8dacf8c1 · outbound

This paper cites A framework of learning through empirical gain maximization.

Theory of Decentralized Robust Kernel-Based Learning A framework of learning through empirical gain maximization

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:32:59.025191Z

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Observation 75e5eb3f-49f1-406f-b3ba-f2302f7224ab · outbound

This paper cites Mapreduce: Distributed computing for machine learning.

Theory of Decentralized Robust Kernel-Based Learning Mapreduce: Distributed computing for machine learning

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:32:58.885081Z

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Observation 2f298afd-8702-404e-a05b-27506a106b25 · outbound

This paper cites Distributed minimum error entropy algorithms.

Theory of Decentralized Robust Kernel-Based Learning Distributed minimum error entropy algorithms

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:32:58.717018Z

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Observation 56ff8d11-12cf-49f8-b266-e9cd848c0afb · outbound

This paper cites Optimality of robust online learning.

Theory of Decentralized Robust Kernel-Based Learning Optimality of robust online learning

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:32:58.609068Z

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Observation 6a1c41cc-1c14-4fb0-8c60-7f8342fa2595 · outbound

This paper cites Gradient descent for robust kernel-based regression.

Theory of Decentralized Robust Kernel-Based Learning Gradient descent for robust kernel-based regression

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:32:58.471235Z

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Observation b61668a0-1ba6-486d-bd64-81ff4b2b1d31 · outbound

This paper cites Learning theory of distributed spectral algorithms, Inverse Problems, 33.7 (2017): 074009.

Theory of Decentralized Robust Kernel-Based Learning Learning theory of distributed spectral algorithms, Inverse Problems, 33.7 (2017): 074009

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:32:58.256404Z

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Observation 03dada8e-f408-4dc9-94ad-b8eb53d84c99 · outbound

This paper cites Robust guided image filtering using nonconvex potentials.

Theory of Decentralized Robust Kernel-Based Learning Robust guided image filtering using nonconvex potentials

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:32:58.069829Z

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Observation e7f442cc-eb27-4cc0-b26d-140ea1a0e670 · outbound

This paper cites Distributed robust regression with correntropy losses and regularization kernel networks.

Theory of Decentralized Robust Kernel-Based Learning Distributed robust regression with correntropy losses and regularization kernel networks

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:32:57.945354Z

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Observation 01fb9a9d-cf25-46b6-822c-f37f468b53c8 · outbound

This paper cites Distributed kernel gradient descent algorithm for minimum error entropy principle, Applied and Computational Harmonic Analysis, 49(1): 229-256, 2020.

Theory of Decentralized Robust Kernel-Based Learning Distributed kernel gradient descent algorithm for minimum error entropy principle, Applied and Computational Harmonic Analysis, 49(1): 229-256, 2020

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:32:57.918925Z

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Observation a04b0b4a-17a3-45d0-9c52-7e949778e2b9 · outbound

This paper cites Kernel gradient descent algorithm for information theoretic learning.

Theory of Decentralized Robust Kernel-Based Learning Kernel gradient descent algorithm for information theoretic learning

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:32:57.879090Z

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Observation 9ba95a4e-c75a-4364-a8dd-bf910329615b · outbound

This paper cites Huber, and Elvezio M.

Theory of Decentralized Robust Kernel-Based Learning Huber, and Elvezio M

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:32:57.840298Z

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Observation 2a8c9f1f-9ba0-4a95-b163-17f859f12f01 · outbound

This paper cites Decentralized online learning with kernels, IEEE Transactions on Signal Processing, 66(12): 3240-3255, 2018.

Theory of Decentralized Robust Kernel-Based Learning Decentralized online learning with kernels, IEEE Transactions on Signal Processing, 66(12): 3240-3255, 2018

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:32:57.808012Z

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Observation 2a5a11eb-7d5a-4361-a9a0-ffb0a359113e · outbound

This paper cites Decentralized learning over a network with Nyström approximation using SGD.

Theory of Decentralized Robust Kernel-Based Learning Decentralized learning over a network with Nyström approximation using SGD

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:32:57.785500Z

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Observation 9f351cf2-cef0-4761-ad51-655f355bfe65 · outbound

This paper cites Distributed learning with regularized least squares, The Journal of Machine Learning Research, 18.1: 3202-3232, 2017.

Theory of Decentralized Robust Kernel-Based Learning Distributed learning with regularized least squares, The Journal of Machine Learning Research, 18.1: 3202-3232, 2017

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:32:57.754559Z

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Observation a8e519da-d0fb-4ce1-a56d-1f485b1f5fce · outbound

This paper cites Distributed kernel-based gradient descent algorithms.

Theory of Decentralized Robust Kernel-Based Learning Distributed kernel-based gradient descent algorithms

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:32:57.718544Z

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Observation a39ef64b-76ff-4bd5-9624-07230b03a65a · outbound

This paper cites Distributed filtered hyperinterpolation for noisy data on the sphere, SIAM Journal on Numerical Analysis, 59(2): 634-659, 2021.

Theory of Decentralized Robust Kernel-Based Learning Distributed filtered hyperinterpolation for noisy data on the sphere, SIAM Journal on Numerical Analysis, 59(2): 634-659, 2021

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:32:57.680243Z

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Observation 4da2703b-e904-4da5-b700-93f0228f1c7d · outbound

This paper cites Statistical optimality of divide and conquer kernel-based functional linear regression, Journal of Machine Learning Research, 25.155 (2024): 1-56.

Theory of Decentralized Robust Kernel-Based Learning Statistical optimality of divide and conquer kernel-based functional linear regression, Journal of Machine Learning Research, 25.155 (2024): 1-56

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:32:57.664911Z

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Observation b6473b44-3f66-45c7-bb80-88aba7fdaa8f · outbound

This paper cites Pokharel, and Jose C.

Theory of Decentralized Robust Kernel-Based Learning Pokharel, and Jose C

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:32:57.656199Z

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Observation eaef1ec6-5a08-483c-a259-caf2e10ffa01 · outbound

This paper cites Approximating functions with multi-features by deep convolutional neural networks, Analysis and Applications 21, 93–125, 2023.

Theory of Decentralized Robust Kernel-Based Learning Approximating functions with multi-features by deep convolutional neural networks, Analysis and Applications 21, 93–125, 2023

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:32:57.647567Z

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Observation ebc451b3-5b9b-4410-910e-b105e3df7100 · outbound

This paper cites Distributed optimization over time-varying directed graphs, IEEE Transactions on Automatic Control 60.3 (2014): 601-615.

Theory of Decentralized Robust Kernel-Based Learning Distributed optimization over time-varying directed graphs, IEEE Transactions on Automatic Control 60.3 (2014): 601-615

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:32:57.639500Z

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Observation 0c786e48-ca21-468c-aff5-e0ee61ec057b · outbound

This paper cites Distributed subgradient methods for multi-agent optimization, IEEE Transactions on Automatic Control, 54(1): 48-61, 2009.

Theory of Decentralized Robust Kernel-Based Learning Distributed subgradient methods for multi-agent optimization, IEEE Transactions on Automatic Control, 54(1): 48-61, 2009

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:32:57.630510Z

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Observation 2e011edc-16c8-4021-8a9c-1d0a0d919e04 · outbound

This paper cites Distributed SGD in overparametrized linear regression.

Theory of Decentralized Robust Kernel-Based Learning Distributed SGD in overparametrized linear regression

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:32:57.621030Z

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Observation 51192ba3-63e5-4243-9d6e-12904cfc7f41 · outbound

This paper cites Optimum bounds for the distributions of martingales in Banach spaces, Annals of Probability, 1679–1706, 1994.

Theory of Decentralized Robust Kernel-Based Learning Optimum bounds for the distributions of martingales in Banach spaces, Annals of Probability, 1679–1706, 1994

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:32:57.612592Z

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Observation a1dc76e2-187e-498f-af3a-4c2ef5493cf0 · outbound

This paper cites Sundhar Ram, Angelia Nedić, and Venugopal V.

Theory of Decentralized Robust Kernel-Based Learning Sundhar Ram, Angelia Nedić, and Venugopal V

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:32:57.603990Z

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Observation 9dc911d3-d335-4b31-8920-e0f52f8ecae2 · outbound

This paper cites Decentralised learning with dis- tributed gradient descent and random features, Proceedings of 37th International Conference on Machine Learning, PMLR, 119, 2020.

Theory of Decentralized Robust Kernel-Based Learning Decentralised learning with dis- tributed gradient descent and random features, Proceedings of 37th International Conference on Machine Learning, PMLR, 119, 2020

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:32:57.593547Z

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Observation d322998d-a309-4431-b431-a62f796d7d50 · outbound

This paper cites Learning theory estimates via integral of operators and their approximations, Constructive Approximation 26(2): 153-172, 2007.

Theory of Decentralized Robust Kernel-Based Learning Learning theory estimates via integral of operators and their approximations, Constructive Approximation 26(2): 153-172, 2007

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:32:57.582872Z

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Observation 307d96a2-f346-4e52-b308-bd89b033c81f · outbound

This paper cites Support Vector Machines.

Theory of Decentralized Robust Kernel-Based Learning Support Vector Machines

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:32:57.572919Z

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Observation 880d8f02-2358-4d7b-8288-9b836946eb2f · outbound

This paper cites Estimating conditional quantiles with the help of the pinball loss.

Theory of Decentralized Robust Kernel-Based Learning Estimating conditional quantiles with the help of the pinball loss

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:32:57.562995Z

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Observation ca4cf3c2-0676-4be8-b7f4-bc47a9945911 · outbound

This paper cites Optimal rates of distributed regression with imperfect kernels, Journal of Machine Learning Research, 22: 7732-7765, 2021.

Theory of Decentralized Robust Kernel-Based Learning Optimal rates of distributed regression with imperfect kernels, Journal of Machine Learning Research, 22: 7732-7765, 2021

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:32:57.554804Z

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Observation ecdb51a0-302e-4667-bd5b-83ee31455ef3 · outbound

This paper cites Distributed learning with dependent samples, IEEE Transactions on Information Theory, 68(9): 6003-6020, 2022.

Theory of Decentralized Robust Kernel-Based Learning Distributed learning with dependent samples, IEEE Transactions on Information Theory, 68(9): 6003-6020, 2022

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:32:57.546285Z

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Observation 4c4ce5a6-f6d2-4022-adfb-03ab21d8799b · outbound

This paper cites Distributed least squares prediction for functional linear regression, Inverse Problems, 38(2): 025002, 2021.

Theory of Decentralized Robust Kernel-Based Learning Distributed least squares prediction for functional linear regression, Inverse Problems, 38(2): 025002, 2021

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:32:57.538161Z

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Observation a2938a87-214e-491f-9c80-f170a23c5b3e · outbound

This paper cites On the convergence of gradient descent for robust functional linear regression, Journal of Complexity, 84: 101858, 2024.

Theory of Decentralized Robust Kernel-Based Learning On the convergence of gradient descent for robust functional linear regression, Journal of Complexity, 84: 101858, 2024

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:32:57.529117Z

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Observation 80b7fa1b-f5cd-45f4-8ecc-9ed95195baac · outbound

This paper cites Online minimum error entropy algorithm with unbounded sampling, Analysis and Applications, 17(2): 293-322, 2019.

Theory of Decentralized Robust Kernel-Based Learning Online minimum error entropy algorithm with unbounded sampling, Analysis and Applications, 17(2): 293-322, 2019

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:32:57.519811Z

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Observation 70791fda-51cb-4381-ab85-a038b6ec5b55 · outbound

This paper cites Weak Convergence and Empirical Processes: with Applications to Statistics.

Theory of Decentralized Robust Kernel-Based Learning Weak Convergence and Empirical Processes: with Applications to Statistics

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:32:57.511488Z

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Observation 673b5816-45c9-4b78-9c6f-8fef18817634 · outbound

This paper cites Learning rates of least-square regularized regression.

Theory of Decentralized Robust Kernel-Based Learning Learning rates of least-square regularized regression

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:32:57.502923Z

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Observation 83e7823e-22f6-4cfa-ab48-68639e52f4d2 · outbound

This paper cites Data mining with big data.

Theory of Decentralized Robust Kernel-Based Learning Data mining with big data

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:32:57.493404Z

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Observation 42fd86b7-9ac2-4aa9-8163-28cd10d87a79 · outbound

This paper cites Fast linear iterations for distributed averaging, Systems Control Letters, 53.1 (2004): 65-78.

Theory of Decentralized Robust Kernel-Based Learning Fast linear iterations for distributed averaging, Systems Control Letters, 53.1 (2004): 65-78

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:32:57.483810Z

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Observation 5f32a7d7-b3b2-4cd6-98f0-c1b2c4c1f8b3 · outbound

This paper cites Distributed average consensus with least- mean-square deviation.

Theory of Decentralized Robust Kernel-Based Learning Distributed average consensus with least- mean-square deviation

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:32:57.475271Z

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Observation e6a740da-d846-4632-9f97-78127406ab47 · outbound

This paper cites COKE: Communication-censored decentral- ized kernel learning, Journal of Machine Learning Research, 22(1): 8813-8847, 2021.

Theory of Decentralized Robust Kernel-Based Learning COKE: Communication-censored decentral- ized kernel learning, Journal of Machine Learning Research, 22(1): 8813-8847, 2021

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:32:57.466421Z

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Observation e23a129c-84c6-453c-ad82-6bacc729ec17 · outbound

This paper cites On early stopping in gradient descent learning.

Theory of Decentralized Robust Kernel-Based Learning On early stopping in gradient descent learning

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:32:57.457167Z

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Observation f38c208d-3a0f-4789-8212-c7e723140ab9 · outbound

This paper cites Online gradient descent learning algorithms.

Theory of Decentralized Robust Kernel-Based Learning Online gradient descent learning algorithms

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:32:57.448669Z

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Observation 41341b55-065b-45c0-b400-da23ad6c79c0 · outbound

This paper cites Distributed gradient descent for functional learning, IEEE Transactions on Information Theory, 70(9), 6547 - 6571, 2024, 2024.

Theory of Decentralized Robust Kernel-Based Learning Distributed gradient descent for functional learning, IEEE Transactions on Information Theory, 70(9), 6547 - 6571, 2024, 2024

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:32:57.439654Z

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Observation a7cfd5d2-a920-459d-ab1b-196e9e042dc9 · outbound

This paper cites Robust kernel-based distribution regression, Inverse Problems, 37(10): 105014, 2021.

Theory of Decentralized Robust Kernel-Based Learning Robust kernel-based distribution regression, Inverse Problems, 37(10): 105014, 2021

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:32:57.429589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation bdb85066-bde7-4f38-a860-082d39a819f4 · outbound

This paper cites Distributed randomized gradient-free mirror descent algorithm for constrained optimization, IEEE Transactions on Automatic Control, 67(2): 957-964, 2022.

Theory of Decentralized Robust Kernel-Based Learning Distributed randomized gradient-free mirror descent algorithm for constrained optimization, IEEE Transactions on Automatic Control, 67(2): 957-964, 2022

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:32:57.419732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation cfe6ef07-2e6f-4a90-8c00-776a43752084 · outbound

This paper cites an unresolved cited work.

Theory of Decentralized Robust Kernel-Based Learning Unresolved cited work

Reference 52

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:32:57.410669Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation bfedeafb-d9a9-476f-b7ab-676b780949be · outbound

This paper cites Generalization analysis of deep CNNs under maximum correntropy criterion.

Theory of Decentralized Robust Kernel-Based Learning Generalization analysis of deep CNNs under maximum correntropy criterion

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:32:57.401072Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a441584e-7d69-4377-9c3f-c2d7c05de68a · outbound

This paper cites Divide and conquer kernel ridge re- gression: A distributed algorithm with minimax optimal rates, Journal of Machine Learning Research, 16(1): 3299–3340, 2015.

Theory of Decentralized Robust Kernel-Based Learning Divide and conquer kernel ridge re- gression: A distributed algorithm with minimax optimal rates, Journal of Machine Learning Research, 16(1): 3299–3340, 2015

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:32:57.391537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 29670c57-ca8a-41f4-9309-6b37ef20d2d0 · outbound

This paper cites Capacity of reproducing kernel spaces in learning theory, IEEE Transactions on Information Theory, 49(7): 1743-1752, 2003.

Theory of Decentralized Robust Kernel-Based Learning Capacity of reproducing kernel spaces in learning theory, IEEE Transactions on Information Theory, 49(7): 1743-1752, 2003

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:32:57.382185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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