Search Results - "majorize-minimization algorithm"

Theoretical Insights on the Pre-image Resolution in Machine Learning

Authors: Honeine, Paul Equipe Apprentissage (App - LITIS) Laboratoire d'Informatique, du Traitement de l'Information et des Systèmes (LITIS) et al.

Contributors: Honeine, Paul Equipe Apprentissage (App - LITIS) Laboratoire d'Informatique, du Traitement de l'Information et des Systèmes (LITIS) et al.

Source: ISSN: 0031-3203 ; Pattern Recognition ; https://hal.science/hal-04648777 ; Pattern Recognition, In press, 156, pp.110800. ⟨10.1016/j.patcog.2024.110800⟩.

Subject Terms: Machine Learning, Pattern Recognition, Pre-image Problem, Fixed-point Iteration, Newton's Method, Majorize-Minimization Algorithm, [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI], [INFO.INFO-LG]Computer Science [cs]/Machine Learning [cs.LG]

Availability: https://hal.science/hal-04648777
https://hal.science/hal-04648777v1/document
https://hal.science/hal-04648777v1/file/article.pdf
https://doi.org/10.1016/j.patcog.2024.110800

Robust Guided Image Filtering Using Nonconvex Potentials

Authors: Bumsub Ham Minsu Cho Jean Ponce et al.

Contributors: Bumsub Ham Minsu Cho Jean Ponce et al.

Source: IEEE Transactions on Pattern Analysis and Machine Intelligence. 40:192-207

Subject Terms: climate variability, ARCTIC SEA-ICE, HEAT WAVES, WINTER MONSOON, Guided image filtering, global climate model, Majorize-minimization algorithm, 02 engineering and technology, TO-INTERANNUAL PREDICTION, SOIL-MOISTURE, NORTHERN-HEMISPHERE, LAND-SURFACE, SUMMER MONSOON, Nonconvex optimization, [INFO.INFO-CV] Computer Science [cs]/Computer Vision and Pattern Recognition [cs.CV], Seasonal climate prediction, EL-NINO, 0202 electrical engineering, electronic engineering, information engineering, MULTIMODEL ENSEMBLE, Korea and East Asia, Joint image filtering

File Description: application/pdf

Access URL: https://hal.archives-ouvertes.fr/hal-01279857v3/file/sdfilter_revised_v2.pdf
https://pubmed.ncbi.nlm.nih.gov/28212077
https://hal.science/hal-01279857v3
https://hal.science/hal-01279857v3/document
https://doi.org/10.1109/tpami.2017.2669034
https://hal.archives-ouvertes.fr/hal-01279857/document
https://europepmc.org/article/MED/28212077
https://www.ncbi.nlm.nih.gov/pubmed/28212077
https://ieeexplore.ieee.org/document/7855782/
https://oasis.postech.ac.kr/handle/2014.oak/38353
https://hal.archives-ouvertes.fr/hal-01279857

An Iterative reweighted algorithm for high dimensional sparse quantile regression with error function regularization.

Authors: Liu, Lintong Duan, Xibo Meng, Changhao et al.

Source: Journal of Industrial & Management Optimization; Nov2025, Vol. 21 Issue 11, p1-20, 20p

Subject Terms: QUANTILE regression, ESTIMATION bias, ITERATIVE methods (Mathematics), FEATURE selection, NUMERICAL analysis

Change surface regression for nonlinear subgroup identification with application to warfarin pharmacogenomics data.

Authors: Liu, Pan Li, Yaguang Li, Jialiang

Source: Biometrics. Mar2025, Vol. 81 Issue 1, p1-11. 11p.

Subject Terms: *PHARMACOGENOMICS, *WARFARIN, *SUBGROUP analysis (Experimental design), *INDIVIDUALIZED medicine, *MULTIVARIATE analysis, *STATISTICAL models

Enforcing spatially coherent structures in shape from focus.

Authors: Ali, Usman Mahmood, Muhammad Tariq

Source: Multimedia Tools & Applications; Sep2023, Vol. 82 Issue 23, p36431-36447, 17p

Essays on robust statistical estimation and inference

Authors: Arias-Castro, Ery Zhou, Wen-Xin Yu, Myeonghun

Index Terms: Statistics, publication

URL: https://escholarship.org/uc/item/1w39x654
https://escholarship.org/content/qt1w39x654/qt1w39x654.pdf

A Unified Algorithm for Penalized Convolution Smoothed Quantile Regression.

Authors: Man, Rebeka Pan, Xiaoou Tan, Kean Ming et al.

Source: Journal of Computational & Graphical Statistics. Apr-Jun2024, Vol. 33 Issue 2, p625-637. 13p.

Subject Terms: *STATISTICAL accuracy, *QUANTILE regression, *INDEPENDENT variables

Robust Focus Volume Regularization in Shape From Focus.

Authors: Ali, Usman Mahmood, Muhammad Tariq

Source: IEEE Transactions on Image Processing; 2021, Vol. 30, p7215-7227, 13p

Subject Terms: ENERGY function, IMAGE reconstruction

Heavy Lasso: sparse penalized regression under heavy-tailed noise via data-augmented soft-thresholding.

Authors: Mai, The Tien

Source: Statistics & Computing; Feb2026, Vol. 36 Issue 1, p1-17, 17p

GRADIENT-INDUCED MODEL-FREE VARIABLE SELECTION WITH COMPOSITE QUANTILE REGRESSION.

Authors: Xin He Junhui Wang Shaogao Lv

Source: Statistica Sinica; 2018, Vol. 28 Issue 3, p1521-1538, 18p

Subject Terms: QUANTILE regression, ALGORITHMS, HILBERT space

Robust Guided Image Filtering Using Nonconvex Potentials.

Authors: Ham, Bumsub Cho, Minsu Ponce, Jean

Source: IEEE Transactions on Pattern Analysis & Machine Intelligence; Jan2018, Vol. 40 Issue 1, p192-207, 16p

Subject Terms: IMAGE processing, MATHEMATICAL optimization, IMAGE reconstruction, IMAGE analysis, ALGORITHMS

Robust sparse Gaussian graphical modeling.

Authors: Hirose, Kei Fujisawa, Hironori Sese, Jun

Source: Journal of Multivariate Analysis. Sep2017, Vol. 161, p172-190. 19p.

Subject Terms: *GAUSSIAN function, *GENETIC regulation, *SOCIAL networks, *ITERATIVE methods (Mathematics), *ALGORITHMS

Boundary-constrained robust regularization for single image dehazing.

Authors: Ali, Usman Choi, Jeongdan Min, KyoungWook et al.

Source: Pattern Recognition. Aug2023, Vol. 140, pN.PAG-N.PAG. 1p.

Subject Terms: *MATHEMATICAL regularization, *ENERGY function, *PROBLEM solving

Robust Personalized Federated Learning with Sparse Penalization.

Authors: Liu, Weidong Mao, Xiaojun Zhang, Xiaofei et al.

Source: Journal of the American Statistical Association; Mar2025, Vol. 120 Issue 549, p266-277, 12p

Subject Terms: FEDERATED learning, INDIVIDUALIZED instruction, PROBLEM solving, ALGORITHMS, HETEROGENEITY

Incorporating group correlations in genome-wide association studies using smoothed group Lasso.

Authors: Liu, Jin Huang, Jian Ma, Shuangge et al.

Source: Biostatistics; Apr2013, Vol. 14 Issue 2, p205-219, 15p, 2 Charts, 2 Graphs

Subject Terms: STATISTICAL correlation, GENETIC markers, PRINCIPAL components analysis, SINGLE nucleotide polymorphisms, LEAST squares, LOGISTIC regression analysis

Minimizing robust density power-based divergences for general parametric density models.

Authors: Okuno, Akifumi

Source: Annals of the Institute of Statistical Mathematics; Oct2024, Vol. 76 Issue 5, p851-875, 25p

Subject Terms: OPTIMIZATION algorithms, POWER density, NUMERICAL integration, PARAMETRIC modeling, COMPUTATIONAL complexity

Functional principal component analysis for incomplete space–time data.

Authors: Palummo, Alessandro Arnone, Eleonora Formaggia, Luca et al.

Source: Environmental & Ecological Statistics; Jun2024, Vol. 31 Issue 2, p555-582, 28p

Subject Terms: PRINCIPAL components analysis, BODIES of water, SPACE-time block codes, FUNCTIONAL analysis, REMOTE sensing, WATER temperature, MISSING data (Statistics)

Geographic Terms: AFRICA

Remire: Robust extremile regression in high dimensions

Authors: Weixi Sun Shanshan Wang

Supervised Principal Component Regression for Functional Responses with High Dimensional Predictors.

Authors: Zhang, Xinyi Sun, Qiang Kong, Dehan

Source: Journal of Computational & Graphical Statistics; Jan-Mar2024, Vol. 33 Issue 1, p242-249, 8p

Subject Terms: RAYLEIGH quotient, PRINCIPAL components analysis

Essays on robust statistical estimation and inference

Authors: Yu, Myeonghun

Subject Terms: Statistics

File Description: application/pdf

Access URL: https://escholarship.org/uc/item/1w39x654
https://escholarship.org/content/qt1w39x654/qt1w39x654.pdf