Search Results - "Optimization Methods in Machine Learning"

Hyperparameter optimization methods in machine learning

Authors: Oleksandr Pozdniakovych

Source: Modeling and Information System in Economics. 104:135-143

Optimization Methods in Machine Learning

Authors: Rafik Khachatryan

Enhancing finite-difference based derivative-free optimization methods with machine learning

Authors: Taminiau, Timothé Massart, Estelle Grapiglia, Geovani Nunes

Subject Terms: Optimization and Control (math.OC), FOS: Mathematics, Mathematics - Optimization and Control

Access URL: http://arxiv.org/abs/2502.07435

Integrating Classic Optimization Methods With Machine Learning for Enhanced Predictive Analytics in Healthcare

Authors: Vishal Jain Archan Mitra

Source: Advances in Computational Intelligence and Robotics ISBN: 9798337310329

Recent Advances in Optimization Methods for Machine Learning: A Systematic Review

Authors: Xiaodong Liu Huaizhou Qi Suisui Jia et al.

Source: Mathematics, Vol 13, Iss 13, p 2210 (2025)

Subject Terms: machine learning, swarm intelligence, QA1-939, optimization methods, deep learning, gradient-based optimization, Mathematics

Access URL: https://doaj.org/article/3cf7261e67f64f5f98b0741c3720dc0d

Skip-attention Optimization Methods for Machine Learning Models for Papillary Thyroid Carcinoma Detection Based on Ultrasound Images

Authors: Jie Yang Mini Han Wang Xiangrong Yu et al.

Source: 2023 IEEE International Conference on Electrical, Automation and Computer Engineering (ICEACE). :311-315

Assessment of XCMS Optimization Methods with Machine-Learning Performance

Authors: Johan Lassen Kirstine Lykke Nielsen Mogens Johannsen et al.

Source: Lassen, J, Nielsen, K L, Johannsen, M & Villesen, P 2021, 'Assessment of XCMS Optimization Methods with Machine-Learning Performance', Analytical Chemistry, vol. 93, no. 40, pp. 13459-13466. https://doi.org/10.1021/acs.analchem.1c02000

Subject Terms: Machine Learning, 0301 basic medicine, 03 medical and health sciences, Metabolomics, Mass Spectrometry, Software, Chromatography, Liquid

Access URL: https://pubmed.ncbi.nlm.nih.gov/34585906
https://pubmed.ncbi.nlm.nih.gov/34585906/
https://pubs.acs.org/doi/pdf/10.1021/acs.analchem.1c02000

Performance analysis of optimization methods for machine learning

Authors: Abbaszadehpeivasti, Hadi

Index Terms: Doctoral Thesis

URL: https://research.tilburguniversity.edu/en/publications/3050a62d-1a1f-494e-99ef-7d118aa767e4
https://repository.tilburguniversity.edu/bitstreams/0036a244-b014-4e04-9b67-39681f365835/download
https://repository.tilburguniversity.edu/bitstreams/0036a244-b014-4e04-9b67-39681f365835/download

Fundamental optimization methods for machine learning

Authors: Ranjana Dwivedi Vinay Kumar Srivastava

Source: Statistical Modeling in Machine Learning ISBN: 9780323917766

A Comparative Analysis of Gradient-Based Optimization Methods for Machine Learning Problems

Authors: Manju Maurya Neha Yadav

Source: Lecture Notes on Data Engineering and Communications Technologies ISBN: 9789819934317

Examination of Health Data Depending on Creative Use of Optimization Methods and Machine Learning Algorithms

Authors: Çağdaş Özer Zeynep Orman

Source: Studies in Computational Intelligence ISBN: 9789811924156

Scalable Optimization Methods for Machine Learning: Acceleration, Adaptivity and Structured Non-Convexity

Authors: Van Mai, Vien Johansson, Mikael Duchi, John, Professor

Contributors: Van Mai, Vien Johansson, Mikael Duchi, John, Professor

Source: TRITA-EECS-AVL.

Subject Terms: Large-scale optimization, Anderson acceleration, first-order methods, stochastic optimization, momentum, gradient clipping, Electrical Engineering, Elektro- och systemteknik

File Description: electronic

Access URL: https://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-299186
https://kth.diva-portal.org/smash/get/diva2:1582705/FULLTEXT01.pdf

First-Order Optimization Methods in Machine Learning

Authors: M. D. Ershov

Source: INFORMACIONNYE TEHNOLOGII. 25:662-669

Gradient Optimization Methods in Machine Learning for the Identification of Dynamic Systems Parameters

Authors: A.V. Panteleev A.V. Lobanov

Source: Modelling and Data Analysis. 9:88-99

Subject Terms: 0209 industrial biotechnology, 4. Education, 02 engineering and technology

Access URL: https://psyjournals.ru/files/111774/mda_2019_n4_Panteleev_Lobanov.pdf
https://psyjournals.ru/files/111774/mda_2019_n4_Panteleev_Lobanov.pdf
https://psyjournals.ru/mad/2019/n4/Panteleev_Lobanov.shtml

Stochastic Optimization Methods in Machine Learning

Authors: Loc Vu-Quoc Alexander Humer

Source: Reliability-Based Analysis and Design of Structures and Infrastructure ISBN: 9781003194613

First-order and Stochastic Optimization Methods for Machine Learning

Authors: Guanghui Lan

Source: Springer Series in the Data Sciences ISBN: 9783030395674

First-order and stochastic optimization methods for machine learning / Guanghui Lan.

Authors: Lan, Guanghui (1976- ). Autor Springer Nature. Wydawca pbl

Contributors: Lan, Guanghui (1976- ). Autor Springer Nature. Wydawca pbl

Source: Bibliografia na stronach 567-575. Indeks.

Access URL: http://katalog.nukat.edu.pl/lib/item?id=chamo:5315476&theme=nukat

Recent Advances in Optimization Methods for Machine Learning: A Systematic Review.

Authors: Liu, Xiaodong Qi, Huaizhou Jia, Suisui et al.

Source: Mathematics (2227-7390); Jul2025, Vol. 13 Issue 13, p2210, 29p

Subject Terms: MACHINE learning, MATHEMATICAL optimization, ADAPTIVE control systems, ENSEMBLE learning, MATHEMATICAL regularization, BIOLOGICALLY inspired computing

Large scale optimization methods for machine learning

Authors: Zheng, Shuai CSE

Index Terms: Machine learning, Mathematical models, Statistical methods, Learning models (Stochastic processes), Multipliers (Mathematical analysis), Thesis

URL: http://repository.ust.hk/ir/Record/1783.1-102312
http://repository.ust.hk/ir/bitstream/1783.1-102312/1/th_redirect.html

Stochastic First and Second Order Optimization Methods for Machine Learning

Source: PolyPublie

Index Terms: Memoires de maitrise, Mémoire ou thèse, NonPeerReviewed

URL: https://publications.polymtl.ca/5457/1/2020_SanaeLotfi.pdf
https://publications.polymtl.ca/5457/
https://publications.polymtl.ca/5457