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Generalized vec trick for fast learning of pairwise kernel models

Machine learning, 2022-02, Vol.111 (2), p.543-573

2022

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Regularized machine learning in the genetic prediction of complex traits

PLoS genetics, 2014-11, Vol.10 (11), p.e1004754-e1004754

2014

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Computational-experimental approach to drug-target interaction mapping: A case study on kinase inhibitors

PLoS computational biology, 2017-08, Vol.13 (8), p.e1005678-e1005678

2017

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Comparative analysis of five protein-protein interaction corpora

BMC bioinformatics, 2008-04, Vol.9 Suppl 3 (S3), p.S6-S6, Article S6

2008

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Fast and simple gradient-based optimization for semi-supervised support vector machines

Neurocomputing (Amsterdam), 2014-01, Vol.123, p.23-32

2014

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Prediction of overall survival for patients with metastatic castration-resistant prostate cancer: development of a prognostic model through a crowdsourced challenge with open clinical trial data

The lancet oncology, 2017-01, Vol.18 (1), p.132-142

2017

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Tournament leave-pair-out cross-validation for receiver operating characteristic analysis

Statistical methods in medical research, 2019-11, Vol.28 (10-11), p.2975-2991

2019

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Accelerating Image Processing Using Reduced Precision Calculation Convolution Engines

Journal of signal processing systems, 2023-09, Vol.95 (9), p.1115-1126

2023

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Benchmarking Evaluation Protocols for Classifiers Trained on Differentially Private Synthetic Data

IEEE access, 2024, Vol.12, p.118637-118648

2024

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Machine Learning Approach for Preterm Birth Prediction Using Health Records: Systematic Review

JMIR medical informatics, 2022-04, Vol.10 (4), p.e33875-e33875

2022

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Fast Kronecker Product Kernel Methods via Generalized Vec Trick

IEEE transaction on neural networks and learning systems, 2018-08, Vol.29 (8), p.3374-3387

2018

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Synthetic minority oversampling of vital statistics data with generative adversarial networks

Journal of the American Medical Informatics Association : JAMIA, 2020-11, Vol.27 (11), p.1667-1674

2020

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Wrapper-based selection of genetic features in genome-wide association studies through fast matrix operations

Algorithms for molecular biology, 2012-05, Vol.7 (1), p.11-11, Article 11

2012

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Domain randomization using synthetic electrocardiograms for training neural networks

Artificial intelligence in medicine, 2023-09, Vol.143, p.102583-102583, Article 102583

2023

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Toward more realistic drug-target interaction predictions

Briefings in bioinformatics, 2015-03, Vol.16 (2), p.325-337

2015

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Learning with multiple pairwise kernels for drug bioactivity prediction

Bioinformatics, 2018-07, Vol.34 (13), p.i509-i518

2018

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Budget-based classification of Parkinson's disease from resting state EEG

IEEE journal of biomedical and health informatics, 2023-08, Vol.27 (8), p.1-9

2023

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Predicting pairwise interaction affinities with ℓ 0 -penalized least squares–a nonsmooth bi-objective optimization based approach

Optimization methods & software, 2024-01, p.1-28

2024

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Empirical investigation of multi-source cross-validation in clinical ECG classification

Computers in biology and medicine, 2024-12, Vol.183, p.109271, Article 109271

2024

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Playtime Measurement With Survival Analysis

IEEE transactions on games, 2018-06, Vol.10 (2), p.128-138

2018

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A Comparative Study of Pairwise Learning Methods Based on Kernel Ridge Regression

Neural computation, 2018-08, Vol.30 (8), p.2245-2283

2018

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Does Differentially Private Synthetic Data Lead to Synthetic Discoveries?

Methods of information in medicine, 2024-05, Vol.63 (1-02), p.35-51

2024

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An experimental comparison of cross-validation techniques for estimating the area under the ROC curve

Computational statistics & data analysis, 2011-04, Vol.55 (4), p.1828-1844

2011

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Algebraic shortcuts for leave-one-out cross-validation in supervised network inference

Briefings in bioinformatics, 2020-01, Vol.21 (1), p.262-271

2020

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All-paths graph kernel for protein-protein interaction extraction with evaluation of cross-corpus learning

BMC bioinformatics, 2008-11, Vol.9 Suppl 11 (S11), p.S2-S2, Article S2

2008

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Generalized vec trick for fast learning of pairwise kernel models

Regularized machine learning in the genetic prediction of complex traits

Computational-experimental approach to drug-target interaction mapping: A case study on kinase inhibitors

Comparative analysis of five protein-protein interaction corpora

Fast and simple gradient-based optimization for semi-supervised support vector machines

Prediction of overall survival for patients with metastatic castration-resistant prostate cancer: development of a prognostic model through a crowdsourced challenge with open clinical trial data

Tournament leave-pair-out cross-validation for receiver operating characteristic analysis

Accelerating Image Processing Using Reduced Precision Calculation Convolution Engines

Benchmarking Evaluation Protocols for Classifiers Trained on Differentially Private Synthetic Data

Machine Learning Approach for Preterm Birth Prediction Using Health Records: Systematic Review

Fast Kronecker Product Kernel Methods via Generalized Vec Trick

Synthetic minority oversampling of vital statistics data with generative adversarial networks

Wrapper-based selection of genetic features in genome-wide association studies through fast matrix operations

Domain randomization using synthetic electrocardiograms for training neural networks

Toward more realistic drug-target interaction predictions

Learning with multiple pairwise kernels for drug bioactivity prediction

Budget-based classification of Parkinson's disease from resting state EEG

Predicting pairwise interaction affinities with ℓ 0 -penalized least squares–a nonsmooth bi-objective optimization based approach

Empirical investigation of multi-source cross-validation in clinical ECG classification

Playtime Measurement With Survival Analysis

A Comparative Study of Pairwise Learning Methods Based on Kernel Ridge Regression

Does Differentially Private Synthetic Data Lead to Synthetic Discoveries?

An experimental comparison of cross-validation techniques for estimating the area under the ROC curve

Algebraic shortcuts for leave-one-out cross-validation in supervised network inference

All-paths graph kernel for protein-protein interaction extraction with evaluation of cross-corpus learning

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