conftrace_

multi-kernel learning

17 papers

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Also known as

MKL

Co-occurring keywords

kernel methods (1097) online learning (1777) random feature approximation (13) support vector machine (978) regret bound (1926) random feature (89) gaussian process (1200) federated learning (1333) lasso-type regularized learning (1) non-linear kernel (1)

Papers

GRICP: Granular-Ball Iterative Closest Point with Multikernel Correntropy for Point Cloud Fine Registration AAAI 2025
Multi-View Randomized Kernel Classification via Nonconvex Optimization AAAI 2024
On the Necessity of Collaboration for Online Model Selection with Decentralized Data NIPS 2024
Graph-Aided Online Multi-Kernel Learning JMLR 2023
Personalized Online Federated Learning with Multiple Kernels NIPS 2022
Improved Learning Rates of a Functional Lasso-type SVM with Sparse Multi-Kernel Representation NIPS 2021
Online Multi-Kernel Learning with Graph-Structured Feedback ICML 2020
Random Feature-based Online Multi-kernel Learning in Environments with Unknown Dynamics JMLR 2019
Make Evasion Harder: An Intelligent Android Malware Detection System IJCAI 2018
High-Speed Tracking With Multi-Kernel Correlation Filters CVPR 2018
Online Ensemble Multi-kernel Learning Adaptive to Non-stationary and Adversarial Environments AISTATS 2018
Cross-Spectral Factor Analysis NIPS 2017
SSN_MLRG1 at SemEval-2017 Task 4: Sentiment Analysis in Twitter Using Multi-Kernel Gaussian Process Classifier SEMEVAL 2017
Unsupervised Trajectory Clustering via Adaptive Multi-Kernel-Based Shrinkage ICCV 2015
Image Set Classification Using Holistic Multiple Order Statistics Features and Localized Multi-kernel Metric Learning ICCV 2013
Q-MKL: Matrix-induced Regularization in Multi-Kernel Learning with Applications to Neuroimaging NIPS 2012
Learning Non-Linear Combinations of Kernels NIPS 2009