An Online Boosting Algorithm with Theoretical Justifications

27 June 2012

Papers citing "An Online Boosting Algorithm with Theoretical Justifications"

15 / 15 papers shown

Title
Adaptive Machine Learning for Resource-Constrained Environments Sebastián A. Cajas Ordóñez Jaydeep Samanta Andrés L. Suárez-Cetrulo Ricardo Simón Carbajo 36 0 0 24 Mar 2025
Preventing Discriminatory Decision-making in Evolving Data Streams Zichong Wang N. Saxena Tongjia Yu Sneha Karki Tyler Zetty ... Shanlin Zhou Dukka B Kc I. Stockwell Albert Bifet Wenbin Zhang FaML 33 19 0 16 Feb 2023
Discrimination and Class Imbalance Aware Online Naive Bayes Maryam Badar M. Fisichella Vasileios Iosifidis Wolfgang Nejdl FaML 14 1 0 09 Nov 2022
Online Agnostic Multiclass Boosting Vinod Raman Ambuj Tewari 32 3 0 30 May 2022
A Boosting Approach to Reinforcement Learning Nataly Brukhim Elad Hazan Karan Singh 37 13 0 22 Aug 2021
FARF: A Fair and Adaptive Random Forests Classifier Wenbin Zhang Albert Bifet Xiangliang Zhang Jeremy C. Weiss Wolfgang Nejdl FaML 21 52 0 17 Aug 2021
Boosting for Online Convex Optimization Elad Hazan Karan Singh OffRL 28 9 0 18 Feb 2021
Online Boosting with Bandit Feedback Nataly Brukhim Elad Hazan 23 10 0 23 Jul 2020
Online Agnostic Boosting via Regret Minimization Nataly Brukhim Xinyi Chen Elad Hazan Shay Moran 27 13 0 02 Mar 2020
Online Multiclass Boosting with Bandit Feedback Daniel T. Zhang Young Hun Jung Ambuj Tewari 10 7 0 11 Oct 2018
Deep Metric Learning with BIER: Boosting Independent Embeddings Robustly M. Opitz Georg Waltner Horst Possegger Horst Bischof FedML OOD 34 166 0 15 Jan 2018
Online Boosting Algorithms for Multi-label Ranking Young Hun Jung Ambuj Tewari 30 21 0 23 Oct 2017
Online Gradient Boosting A. Beygelzimer Elad Hazan Satyen Kale Haipeng Luo 19 60 0 16 Jun 2015
Online Ensemble Learning for Imbalanced Data Streams Boyu Wang Joelle Pineau FedML 38 141 0 30 Oct 2013
Online Coordinate Boosting Raphael Pelossof Michael J. Jones Ilia Vovsha Cynthia Rudin ODL 73 61 0 24 Oct 2008