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Manton, Jonathan H.
222  Ergebnisse:
Personensuche X
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1

First Order Online Optimisation Using Forward Gradients in ..:

, In: 2024 European Control Conference (ECC),
Mafakheri, Behnam ; Manton, Jonathan H. ; Shames, Iman - p. 2119-2124 , 2024
Link: https://doi.org/10.23919..
 
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2

Orthogonal AMP for Problems with Multiple Measurement Vecto..:

, In: 2023 12th International Symposium on Topics in Coding (ISTC),
Cheng, Yiyao ; Liu, Lei ; Liang, Shansuo.. - p. 1-5 , 2023
Link: https://doi.org/10.1109/..
 
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3

On Distributed Nonconvex Optimisation via Modified ADMM:

Mafakheri, Behnam ; Manton, Jonathan H. ; Shames, Iman
IEEE Control Systems Letters.  7 (2023)  - p. 3699-3704 , 2023
Link: https://doi.org/10.1109/..
 
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4

A Bayesian approach to (online) transfer learning: Theory a..:

Wu, Xuetong ; Manton, Jonathan H. ; Aickelin, Uwe.
Artificial Intelligence.  324 (2023)  - p. 103991 , 2023
Link: https://doi.org/10.1016/..
 
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5

On OAMP: Impact of the Orthogonal Principle:

Liu, Lei ; Cheng, Yiyao ; Liang, Shansuo..
IEEE Transactions on Communications.  71 (2023)  5 - p. 2992-3007 , 2023
Link: https://doi.org/10.1109/..
 
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6

Orthogonal AMP for Problems With Multiple Measurement Vecto..:

Cheng, Yiyao ; Liu, Lei ; Liang, Shansuo..
IEEE Transactions on Signal Processing.  71 (2023)  - p. 4423-4440 , 2023
Link: https://doi.org/10.1109/..
 
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7

ManifoldNet: A Deep Neural Network for Manifold-Valued Data..:

Chakraborty, Rudrasis ; Bouza, Jose ; Manton, Jonathan H..
IEEE Transactions on Pattern Analysis and Machine Intelligence.  44 (2022)  2 - p. 799-810 , 2022
Link: https://doi.org/10.1109/..
 
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8

Fast Rate Generalization Error Bounds: Variations on a Them:

, In: 2022 IEEE Information Theory Workshop (ITW),
Wu, Xuetong ; Manton, Jonathan H. ; Aickelin, Uwe. - p. 43-48 , 2022
Link: https://doi.org/10.1109/..
 
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9

Tracking and Regret Bounds for Online Zeroth-Order Euclidea..:

Maass, Alejandro I. ; Manzie, Chris ; Nešić, Dragan..
SIAM Journal on Optimization.  32 (2022)  2 - p. 445-469 , 2022
Link: https://doi.org/10.1137/..
 
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10

Low-Complexity Multi-Task Learning Aided Neural Networks fo..:

Xu, Zhaopeng ; Dong, Shuangyu ; Manton, Jonathan H..
Journal of Lightwave Technology.  40 (2022)  1 - p. 45-54 , 2022
Link: https://doi.org/10.1109/..
 
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11

From Bayesian Inference to MCMC and Convex Optimisation in ..:

, In: Lecture Notes in Computer Science; Geometric Science of Information,
Said, Salem ; Le Bihan, Nicolas ; Manton, Jonathan H. - p. 3-11 , 2021
Link: https://doi.org/10.1007/..
 
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12

An optimisation geometry framework for the Rayleigh quotien:

, In: 2020 28th European Signal Processing Conference (EUSIPCO),
Lefevre, Jeanne ; Manton, Jonathan H. ; Le Bihan, Nicolas - p. 955-959 , 2021
Link: https://doi.org/10.23919..
 
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13

Riemannian barycentres of Gibbs distributions: new results ..:

Said, Salem ; Manton, Jonathan H.
Information Geometry.  4 (2021)  2 - p. 329-362 , 2021
Link: https://doi.org/10.1007/..
 
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14

Cascade recurrent neural network-assisted nonlinear equaliz..:

Xu, Zhaopeng ; Sun, Chuanbowen ; Ji, Tonghui..
Optics Letters.  45 (2020)  15 - p. 4216 , 2020
Link: https://doi.org/10.1364/..
 
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15

New Insights on Learning Rules for Hopfield Networks: Memor..:

, In: 2020 International Joint Conference on Neural Networks (IJCNN),
Tolmachev, Pavel ; Manton, Jonathan H. - p. 1-8 , 2020
Link: https://doi.org/10.1109/..
 
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