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Machine Learning 封面图

Machine Learning

IF2.9
论文数2691
被引数34031
期刊论文 2691
发表时间
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FedXAI: Federated Medical Imaging with Intrinsic Explainability and Differentially Private Explanation AuditingFedXAI：具有固有可解释性和差分隐私解释审计的联邦医学影像
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IF2.9
delete2026-10-27
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PREAI
deleteMohammad Amanour Rahman
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Optimizing AlphaPose with Dual Non-Local Attention for Real-Time Unsafe Behavior Detection in Mining Environments优化AlphaPose的双非局部注意力机制以实现矿山环境中的实时不安全行为检测
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IF2.9
delete2026-10-26
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PREAI
deleteWeidong Li; Huiyong Xie; Zhenying Li; Daijun Zhang; Shuai Wang
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Weighted UnLearning from Experience for Improved Spurious Correlation Robustness基于经验的可遗忘加权学习以提高伪相关鲁棒性
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IF2.9
delete2026-10-20
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deleteJeff Mitchell; Jesus Martinez-del-Rincon; Niall McLaughlin
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Beyond Likelihood Ratio Bias: Nested Multi-time Scale Stochastic Approximation for Likelihood-Free Parameter Estimation超越似然比偏差：嵌套多时间尺度随机逼近用于无似然参数估计
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IF2.9
delete2026-10-17
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PREAI
deleteZehao Li; Zhouchen Lin; Yijie Peng
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The Challenges of Hyperparameter Tuning for Accurate Causal Effect Estimation准确因果效应估计中超参数调优的挑战
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IF2.9
delete2026-10-16
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deleteDamian Machlanski; Spyridon Samothrakis; Paul Clarke
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Product Manifold Flow Matching for Mixed-Type Tabular Data Generation混合类型表格数据生成中的乘积流匹配
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IF2.9
delete2026-10-14
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PREAI
deleteShikun Chen; Yangguang Liu
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RLAX: A Reinforcement Learning-Based Framework for Explaining Anomalous DataRLAX：一种基于强化学习的异常数据解释框架
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IF2.9
delete2026-10-13
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deleteSimone Amirato; Fabrizio Angiulli; Fabio Fassetti
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Addressing Methodological Challenges in Time Series Anomaly Detection时序异常检测中的方法论挑战研究
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IF2.9
delete2026-10-13
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deleteNancy Xu; Henrik Boström
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MMT: Achieving Exact Federated Unlearning with Improved Post-unlearning PerformanceMMT：实现精确的联邦遗忘并提升后遗忘性能
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IF2.9
delete2026-10-12
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PREAI
deleteZe Yu Zhang; Nhung Bui; Arun Verma; Bolin Ding; Bryan Kian Hsiang Low
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A Survey on Loss-based Regularization for Model Generalization基于损失的模型泛化正则化方法综述
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IF2.9
delete2026-10-10
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PREAI
deleteYaxing Huang; Chenhe Zhang; Renjun Xu; Qinghai Zhang
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KARAMEL: Knowledge-Aware Ranking for Multimodal Entity Linking in the Arts via Heterogeneous GraphsKARAMEL：基于异构图的艺术领域多模态实体链接知识感知排序
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IF2.9
delete2026-10-10
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PREAI
deleteRaffaele Scaringi; Alejandro Sierra-Múnera; Gennaro Vessio; Giovanna Castellano; Ralf Krestel
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Grid-based Decision Tree Learning基于网格的决策树学习
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IF2.9
delete2026-10-08
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PREAI
deleteQin-Cheng Zheng; Shao-Qun Zhang; Shen-Huan Lyu; Yuan Jiang; Zhi-Hua Zhou
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On Kernel Eigen-Alignments of KRR: Reconstruction and Generalization核岭回归的核特征对齐：重建与泛化
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IF2.9
delete2026-10-07
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deleteYang Liu; Ernest Fokoue; Richard Lange; Daniel Krutz
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SURGE: Structural Perturbation Response Field Guided Residual Distillation for Graph UnlearningSURGE：基于结构扰动响应场引导的残差蒸馏的图遗忘方法
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IF2.9
delete2026-10-07
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PREAI
deleteChaofan Shen; Mingyu Wang; Jing Zhang
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TACCO: Actor–Critic Contrastive Optimization for OOD Action Mitigation in Offline Reinforcement LearningTACCO：用于离线强化学习中OOD动作缓解的演员-评论家对比优化
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IF2.9
delete2026-10-07
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PREAI
deleteHaotian Zhang; Chen Wang; Jun Moon
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Large Language Model Guided Series Saliency Module for Accurate and Interpretable Multivariate Time Series Forecasting大语言模型引导的系列显著性模块，用于准确且可解释的多变量时间序列预测
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IF2.9
delete2026-10-07
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PREAI
deleteQingyi Pan; Liyuan Wang; Xiaoyu Chen; Ning Chen
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Knockoff-Guided Compressive Sensing: A Statistical Machine Learning Framework for Support-Assured Signal RecoveryKnockoff引导压缩感知：一种支持保障信号恢复的统计机器学习框架
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IF2.9
delete2026-10-07
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PREAI
deleteXiaochen Zhang; Haoyi Xiong
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Beyond Lipschitz: generalization and optimization analysis for adversarial training under Hölder-type conditions超越利普希茨：在赫尔德型条件下对抗训练的泛化与优化分析
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IF2.9
delete2026-10-07
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PREAI
deleteHailiang Ye; Ziqi An; Feilong Cao
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FedHybrid-ViT: A Federated-Hybrid Framework for Generalizable Deepfake Detection on Heterogeneous DataFedHybrid-ViT：一种用于异构数据通用深度伪造检测的联邦-混合框架
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IF2.9
delete2026-10-07
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PREAI
deleteAbdullah Mohammad Sakib; Md. Mohashin Hossain; Mahedy Hasan Foysal; A. K. M. Muzahidul Islam; Ishtiak Al Mamoon
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Differentially Private Stochastic Gradient Descent for Outcome Weighted Learning差分隐私随机梯度下降用于结果加权学习
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IF2.9
delete2026-09-28
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deleteAoli Yang; Jun Fan; Yunwen Lei; Dao-Hong Xiang
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