New Approaches to Federated XGBoost Learning for Privacy-Preserving Data Analysis
Fuki Yamamoto, Lihua Wang, Seiichi Ozawa
Topics & Concepts
Computer scienceDecision treeBoosting (machine learning)Artificial intelligenceMachine learningGradient boostingScheme (mathematics)Federated learningTask (project management)Tree (set theory)Data miningRandom forestMathematicsMathematical analysisEconomicsManagementPrivacy-Preserving Technologies in DataCryptography and Data SecurityMobile Crowdsensing and Crowdsourcing