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boosting algorithm

78 papers

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Co-occurring keywords

ensemble learning (1274) weak learner (33) loss function (462) agnostic learning (76) online learning (1777) decision tree (322) convex optimization (1321) multiclass classification (181) sample complexity (1169) ensemble method (564)

Papers

IPBoost – Non-Convex Boosting via Integer Programming ICML 2020
Boosting-Based Reliable Model Reuse ACML 2020
Quantum Boosting ICML 2020
Online Agnostic Boosting via Regret Minimization NIPS 2020
Privacy-Preserving Gradient Boosting Decision Trees AAAI 2020
Boosting for Comparison-Based Learning IJCAI 2019
AdaGAN: Boosting Generative Models NIPS 2017
Boosting for Efficient Model Selection for Syntactic Parsing COLING 2016
On Regularizing Rademacher Observation Losses NIPS 2016
On the Characterization of a Class of Fisher-Consistent Loss Functions and its Application to Boosting JMLR 2016
A View of Margin Losses as Regularizers of Probability Estimates JMLR 2015
Ensemble Methods for Structured Prediction ICML 2014
A Drifting-Games Analysis for Online Learning and Applications to Boosting NIPS 2014
Multi-Resolution Cascades for Multiclass Object Detection NIPS 2014
Deep Boosting ICML 2014
Joint Coupled-Feature Representation and Coupled Boosting for AD Diagnosis CVPR 2014
Boosting Algorithms for Detector Cascade Learning JMLR 2014
A Boosting Framework on Grounds of Online Learning NIPS 2014
Deconvolution of High Dimensional Mixtures via Boosting, with Application to Diffusion-Weighted MRI of Human Brain NIPS 2014
Reservoir Boosting : Between Online and Offline Ensemble Learning NIPS 2013
Open Problem: Lower bounds for Boosting with Hadamard Matrices COLT 2013
Novel Boosting Frameworks to Improve the Performance of Collaborative Filtering ACML 2013
Human Boosting ICML 2013
Non-Linear Domain Adaptation with Boosting NIPS 2013
QBoost: Large Scale Classifier Training withAdiabatic Quantum Optimization ACML 2012