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Fast Algorithms for Linear and Kernel SVM+

https://doi.org/10.1109/cvpr.2016.248

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-3-319-10602-1_29openalex-snapshot

Exploiting Privileged Information from Web Data for Image Categorization

inferredcites →https://doi.org/10.1007/978-3-319-16865-4_5openalex-snapshot

Can Visual Recognition Benefit from Auxiliary Information in Training?

inferredcites →https://doi.org/10.1007/978-3-642-37331-2_43openalex-snapshot

Boosting with Side Information

inferredcites →https://doi.org/10.1007/s11263-015-0862-5openalex-snapshot

Exploiting Privileged Information from Web Data for Action and Event Recognition

inferredcites →https://doi.org/10.1016/j.neunet.2009.06.042openalex-snapshot

A new learning paradigm: Learning using privileged information

inferredcites →https://doi.org/10.1016/j.neunet.2014.02.002openalex-snapshot

Learning using privileged information: SVM+ and weighted SVM

inferredcites →https://doi.org/10.1109/cvpr.2006.68openalex-snapshot

Beyond Bags of Features: Spatial Pyramid Matching for Recognizing Natural Scene Categories

inferredcites →https://doi.org/10.1109/cvpr.2014.184openalex-snapshot

Recognizing RGB Images by Learning from RGB-D Data

inferredcites →https://doi.org/10.1109/cvpr.2015.7298975openalex-snapshot

Metric imitation by manifold transfer for efficient vision applications

inferredcites →https://doi.org/10.1109/cvpr.2015.7299131openalex-snapshot

Classifier learning with hidden information

inferredcites →https://doi.org/10.1109/cvpr.2016.309openalex-snapshot

Cross Modal Distillation for Supervision Transfer

inferredcites →https://doi.org/10.1109/iccv.2013.107openalex-snapshot

Learning to Rank Using Privileged Information

inferredcites →https://doi.org/10.1109/ijcnn.2008.4634079openalex-snapshot

Connection between SVM+ and multi-task learning

inferredcites →https://doi.org/10.1109/tnnls.2013.2251470openalex-snapshot

Incorporating Privileged Information Through Metric Learning

inferredcites →https://doi.org/10.1109/tnnls.2015.2405574openalex-snapshot

Distance Metric Learning Using Privileged Information for Face Verification and Person Re-Identification

inferredcites →https://doi.org/10.1109/tpami.2013.140openalex-snapshot

Attribute-Based Classification for Zero-Shot Visual Object Categorization

inferredcites →https://doi.org/10.1109/wacv.2016.7477613openalex-snapshot

Is image super-resolution helpful for other vision tasks?

inferredcites →https://doi.org/10.1145/1390156.1390208openalex-snapshot

A dual coordinate descent method for large-scale linear SVM

inferredcites →https://doi.org/10.1145/1646396.1646452openalex-snapshot

NUS-WIDE

inferredcites →https://doi.org/10.1145/1961189.1961199openalex-snapshot

LIBSVM

inferredcites →https://doi.org/10.1145/2647868.2654889openalex-snapshot

Caffe

inferredcites →https://doi.org/10.1145/3065386openalex-snapshot

ImageNet classification with deep convolutional neural networks

inferredcites →https://doi.org/10.1609/aaai.v28i1.8905openalex-snapshot

Latent Low-Rank Transfer Subspace Learning for Missing Modality Recognition

inferredcites →https://doi.org/10.48550/arxiv.1310.1531openalex-snapshot

DeCAF: A Deep Convolutional Activation Feature for Generic Visual Recognition

inferredcites →https://doi.org/10.48550/arxiv.1407.5035openalex-snapshot

LSDA: Large Scale Detection Through Adaptation

inferredcites →https://doi.org/10.48550/arxiv.1503.02531openalex-snapshot

Distilling the Knowledge in a Neural Network

inferredcites →https://doi.org/10.48550/arxiv.1507.00448openalex-snapshot

Cross Modal Distillation for Supervision Transfer

inferredcites →https://doi.org/10.7551/mitpress/1130.003.0016openalex-snapshot

Fast Training of Support Vector Machines Using Sequential Minimal Optimization

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1007/978-3-030-59725-2_14openalex-snapshot

Deep Doubly Supervised Transfer Network for Diagnosis of Breast Cancer with Imbalanced Ultrasound Imaging Modalities

inferred← citeshttps://doi.org/10.1007/s00138-020-01058-5openalex-snapshot

Transfer learning privileged information fuels CAD diagnosis of breast cancer

inferred← citeshttps://doi.org/10.1007/s00521-026-12316-4openalex-snapshot

Explainability-guided partial privileged learning: a class-aware weighted similarity approach

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Improving machine learning in early drug discovery

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A new method for positive and unlabeled learning with privileged information

inferred← citeshttps://doi.org/10.1007/s12559-019-09705-4openalex-snapshot

AEKOC+: Kernel Ridge Regression-Based Auto-Encoder for One-Class Classification Using Privileged Information

inferred← citeshttps://doi.org/10.1007/s13042-022-01709-1openalex-snapshot

Robust nonparallel support vector machine with privileged information for pattern recognition

inferred← citeshttps://doi.org/10.1007/s40747-022-00668-yopenalex-snapshot

1-Norm random vector functional link networks for classification problems

inferred← citeshttps://doi.org/10.1016/j.artint.2020.103246openalex-snapshot

Robust learning with imperfect privileged information

inferred← citeshttps://doi.org/10.1016/j.artmed.2024.102947openalex-snapshot

Learning using privileged information with logistic regression on acute respiratory distress syndrome detection

inferred← citeshttps://doi.org/10.1016/j.celrep.2021.110045openalex-snapshot

Predicting protein interaction network perturbation by alternative splicing with semi-supervised learning

inferred← citeshttps://doi.org/10.1016/j.ins.2019.07.052openalex-snapshot

KOC+: Kernel ridge regression based one-class classification using privileged information

inferred← citeshttps://doi.org/10.1016/j.ins.2021.06.003openalex-snapshot

R-CTSVM+: Robust capped L1-norm twin support vector machine with privileged information

inferred← citeshttps://doi.org/10.1016/j.ins.2022.02.008openalex-snapshot

AdaBoost-based transfer learning with privileged information

inferred← citeshttps://doi.org/10.1016/j.ins.2022.07.143openalex-snapshot

A new self-paced learning method for privilege-based positive and unlabeled learning

inferred← citeshttps://doi.org/10.1016/j.ins.2022.08.088openalex-snapshot

A novel stochastic configuration network with iterative learning using privileged information and its application

inferred← citeshttps://doi.org/10.1016/j.ins.2024.121043openalex-snapshot

Self-paced method for transfer partial label learning

inferred← citeshttps://doi.org/10.1016/j.ins.2025.122112openalex-snapshot

Semi-supervised manifold regularized multi-task learning with privileged information

inferred← citeshttps://doi.org/10.1016/j.neucom.2019.06.072openalex-snapshot

Self-paced learning with privileged information

inferred← citeshttps://doi.org/10.1016/j.neucom.2020.05.054openalex-snapshot

Optimal feasible step-size based working set selection for large scale SVMs training

inferred← citeshttps://doi.org/10.1016/j.neucom.2021.10.069openalex-snapshot

Domain adaptive twin support vector machine learning using privileged information

inferred← citeshttps://doi.org/10.1016/j.neunet.2018.06.017openalex-snapshot

Improved multi-view privileged support vector machine

inferred← citeshttps://doi.org/10.1016/j.neunet.2019.09.039openalex-snapshot

A new learning paradigm for random vector functional-link network: RVFL+

inferred← citeshttps://doi.org/10.1016/j.patcog.2018.03.033openalex-snapshot

Learning with privileged information for multi-Label classification

inferred← citeshttps://doi.org/10.1016/j.patcog.2021.108139openalex-snapshot

Doubly supervised parameter transfer classifier for diagnosis of breast cancer with imbalanced ultrasound imaging modalities

inferred← citeshttps://doi.org/10.1016/j.patrec.2018.09.007openalex-snapshot

Classifying low-resolution images by integrating privileged information in deep CNNs

inferred← citeshttps://doi.org/10.1049/joe.2018.8308openalex-snapshot

Combining HWEBING and HOG‐MLBP features for pedestrian detection

inferred← citeshttps://doi.org/10.1109/bibm.2017.8217718openalex-snapshot

Boosting Alzheimer diagnosis accuracy with the help of incomplete privileged information

inferred← citeshttps://doi.org/10.1109/cvpr.2017.635openalex-snapshot

MIML-FCN+: Multi-Instance Multi-Label Learning via Fully Convolutional Networks with Privileged Information

inferred← citeshttps://doi.org/10.1109/iccvw.2017.313openalex-snapshot

Adaptive SVM+: Learning with Privileged Information for Domain Adaptation

inferred← citeshttps://doi.org/10.1109/icip.2018.8451098openalex-snapshot

Privileged Semi-Supervised Learning

inferred← citeshttps://doi.org/10.1109/icivc.2018.8492888openalex-snapshot

Improved Local Texture Features for Pedestrian Detection

inferred← citeshttps://doi.org/10.1109/igarss.2019.8900383openalex-snapshot

Building Extraction From Remote Sensing Image With Privileged Information

inferred← citeshttps://doi.org/10.1109/jbhi.2022.3233717openalex-snapshot

Multi-View Feature Transformation Based SVM+ for Computer-Aided Diagnosis of Liver Cancers With Ultrasound Images

inferred← citeshttps://doi.org/10.1109/tcsvt.2021.3059872openalex-snapshot

Feature Selection With Multi-Source Transfer

inferred← citeshttps://doi.org/10.1109/tie.2026.3658718openalex-snapshot

FGOSNET+: A Frequency-Guided Online Sequential Learning Framework for Robust Prediction of Nonstationary Gas Utilization Ratio

inferred← citeshttps://doi.org/10.1109/tip.2019.2962667openalex-snapshot

Discriminative Multi-View Privileged Information Learning for Image Re-Ranking

inferred← citeshttps://doi.org/10.1109/tmi.2022.3152157openalex-snapshot

Doubly Supervised Transfer Classifier for Computer-Aided Diagnosis With Imbalanced Modalities

inferred← citeshttps://doi.org/10.1109/tmm.2021.3060955openalex-snapshot

V-SVR+: Support Vector Regression With Variational Privileged Information

inferred← citeshttps://doi.org/10.1109/tnnls.2018.2889906openalex-snapshot

Iterative Privileged Learning

inferred← citeshttps://doi.org/10.12677/csa.2020.102036openalex-snapshot

Research on Two-View Multi-Instance Image Classification Based on Similarity

inferred← citeshttps://doi.org/10.1371/journal.pdig.0000281openalex-snapshot

Increasing efficiency of SVMp+ for handling missing values in healthcare prediction

inferred← citeshttps://doi.org/10.21203/rs.3.rs-5544993/v1openalex-snapshot

Advancing Wildfire Prediction: A One-Class Machine Learning Approach

inferred← citeshttps://doi.org/10.24963/ijcai.2017/466openalex-snapshot

Privileged Multi-label Learning

inferred← citeshttps://doi.org/10.24963/ijcai.2018/298openalex-snapshot

Teaching Semi-Supervised Classifier via Generalized Distillation

inferred← citeshttps://doi.org/10.24963/ijcai.2018/334openalex-snapshot

R-SVM+: Robust Learning with Privileged Information

inferred← citeshttps://doi.org/10.26418/jp.v7i1.42964openalex-snapshot

Prediksi Waktu Kedatangan Pelanggan Servis Kendaraan Bermotor Berdasarkan Data Historis menggunakan Support Vector Machine

inferred← citeshttps://doi.org/10.3390/diagnostics14030234openalex-snapshot

Sepsis Trajectory Prediction Using Privileged Information and Continuous Physiological Signals

inferred← citeshttps://doi.org/10.48550/arxiv.1702.08159openalex-snapshot

McKernel: A Library for Approximate Kernel Expansions in Log-linear Time

inferred← citeshttps://doi.org/10.48550/arxiv.1904.08338openalex-snapshot

OCKELM+: Kernel Extreme Learning Machine based One-class Classification using Privileged Information (or KOC+: Kernel Ridge Regression or Least Square SVM with zero bias based One-class Classification using Privileged Information)

inferred← citeshttps://doi.org/10.48550/arxiv.2007.06634openalex-snapshot

Deep Doubly Supervised Transfer Network for Diagnosis of Breast Cancer with Imbalanced Ultrasound Imaging Modalities

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