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1

Deep Learning-Enabled Non-convex Optimization: Encoder-Decoder Forecasting and ADMM Solver
Zhang, Wanying ; Cao, Wenming ; Ji, Jianhua
Proceedings of the International Conference on Computer Vision and Deep Learning. :1-6

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2

Curvature accelerated decentralized non-convex optimization for high-dimensional machine learning problems
Yi, Dingran ; Zeng, Fanhao ; Freris, Nikolaos M.
2025 European Control Conference (ECC) Control Conference (ECC), 2025 European. :2205-2210 Jun, 2025

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3

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4

Constrained Stochastic Non-Convex Optimization Algorithm for Machine Learning Problems in Electromagnetic Signal Processing
Idrees, Basil M. ; Rajawat, Ketan
2025 Photonics & Electromagnetics Research Symposium - Spring (PIERS-Spring) Photonics & Electromagnetics Research Symposium - Spring (PIERS-Spring), 2025. :1-10 May, 2025

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5

Incremental Weak Subgradient Methods for Non-Smooth Non-Convex Optimization Problems.
Araboljadidi, Narges ; De Simone, Valentina
Information. Jun2025, Vol. 16 Issue 6, p509. 21p.

Machine learning Subgradient methods Breast cancer Neighborhoods Speed Nonsmooth optimization
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6

Convex Optimization for Machine Learning
Suh, Changho

Convex Optimization, Dee... Textbook Optimization
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7

Numerical Experiments on Adaptive Step-Size Coordinate Descent in Online Convex Optimization
Melandari, Tara Afri ; Sutrisno ; Farikhin
2025 8th International Conference on Informatics and Computational Sciences (ICICoS) Informatics and Computational Sciences (ICICoS), Informatics and Computational Sciences (ICICoS). :405-410 Oct, 2025

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8

Machine Learning and Deep Learning Optimization Algorithms for Unconstrained Convex Optimization Problem
Naeem, K. ; Bukhari, A. ; Daud, A. ; et al.
IEEE Access Access, IEEE. 13:1817-1833 2025

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9

OpenRANet: Neuralized Spectrum Access by Joint Subcarrier and Power Allocation With Optimization-Based Deep Learning
Chen, S. ; Wei Tan, C. ; Zhai, X.B. ; et al.
IEEE Transactions on Green Communications and Networking IEEE Trans. Green Commun. Netw. Green Communications and Networking, IEEE Transactions on. 9(4):2169-2183 Dec, 2025

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10

Convex Optimization for Machine Learning
Suh, Changho

Convex Optimization, Dee... Optimization
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11

Robust Wireless Localization in UAV Swarm Networks: A Deep-Graph-Generator-Assisted Convex Optimization Approach
Chen, Y. ; Huang, H. ; Chen, M. ; et al.
IEEE Internet of Things Journal IEEE Internet Things J. Internet of Things Journal, IEEE. 12(20):41664-41677 Oct, 2025

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12

Non-Convex Optimization of Energy Efficient Power Control in Interference Networks via Machine Learning
Peng, Bile ; Bessert, Karl-Ludwig ; Raghunath, Ramprasad ; et al.
GLOBECOM 2023 - 2023 IEEE Global Communications Conference Global Communications Conference, GLOBECOM 2023 - 2023 IEEE. :6315-6321 Dec, 2023

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13

Closing the Optimization and Generalization Gap in Deep Learning with A Multi-Objective Evolutionary Algorithm
Inan, Toki Tahmid ; Shultana, Shahana ; Shehu, Amarda
Proceedings of the Genetic and Evolutionary Computation Conference Companion. :727-730

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14

Integrating Convex Optimization and Deep Learning for Downlink Resource Allocation in LEO Satellites Networks
Sui, X. ; Jiang, Z. ; Lyu, Y. ; et al.
IEEE Transactions on Cognitive Communications and Networking IEEE Trans. Cogn. Commun. Netw. Cognitive Communications and Networking, IEEE Transactions on. 10(3):1104-1118 Jun, 2024

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15

A Fairness Parameter Selection Method for Convex Fairness-aware Classification Models
Veerabulyarith, Puvarith ; Kiatsupaibul, Seksan
Proceedings of the 6th International Conference on Machine Learning and Machine Intelligence. :40-45

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16

Resource Allocation in NOMA Networks: Convex Optimization and Stacking Ensemble Machine Learning
Ghanbarzadeh, V. ; Zahabi, M. ; Amiriara, H. ; et al.
IEEE Open Journal of the Communications Society IEEE Open J. Commun. Soc. Communications Society, IEEE Open Journal of the. 5:5276-5288 2024

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17

IRS-User Association in IRS-Aided MISO Wireless Networks: Convex Optimization and Machine Learning Approaches
Amiriara, H. ; Ashtiani, F. ; Mirmohseni, M. ; et al.
IEEE Transactions on Vehicular Technology IEEE Trans. Veh. Technol. Vehicular Technology, IEEE Transactions on. 72(11):14305-14316 Nov, 2023

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19

Parallel Selective Meta-Heuristic Algorithms for Real-Time Non-Convex Optimization in Big Data Analytics
Ghosal, Shreya ; Shankar, Amar ; Agarwal, Trapty ; et al.
2025 International Conference on Automation and Computation (AUTOCOM) Automation and Computation (AUTOCOM), 2025 International Conference on. :993-997 Mar, 2025

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20

Comprehensive study of flow boiling modeling inside helical micro-finned tubes: Empirical, non-convex optimization and deep learning predictive models
Irannezhad, Nima ; Stenger, Alexandre ; Rossetto, Luisa ; et al.
In International Journal of Heat and Mass Transfer October 2024 231

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