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Machine Learning

IF2.9
Papers2772
Citations36040
Journal Papers 2772
Publication Date
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PoAC: Problem-Oriented AutoML in Clustering
deleteMachine Learning
IF2.9
delete2026-11-05
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PREAI
deleteMatheus Camilo da Silva; Gabriel Marques Tavares; Eric Medvet; Sylvio Barbon Junior
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FedXAI: Federated Medical Imaging with Intrinsic Explainability and Differentially Private Explanation Auditing
deleteMachine Learning
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
deleteMachine Learning
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
deleteMachine Learning
IF2.9
delete2026-10-20
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deleteOAAI
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
deleteMachine Learning
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
deleteMachine Learning
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
deleteMachine Learning
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 Data
deleteMachine Learning
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
deleteMachine Learning
IF2.9
delete2026-10-13
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deleteOAAI
deleteNancy Xu; Henrik Boström
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MMT: Achieving Exact Federated Unlearning with Improved Post-unlearning Performance
deleteMachine Learning
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
deleteMachine Learning
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 Graphs
deleteMachine Learning
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
deleteMachine Learning
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
deleteMachine Learning
IF2.9
delete2026-10-07
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deleteOAAI
deleteYang Liu; Ernest Fokoue; Richard Lange; Daniel Krutz
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SURGE: Structural Perturbation Response Field Guided Residual Distillation for Graph Unlearning
deleteMachine Learning
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 Learning
deleteMachine Learning
IF2.9
delete2026-10-07
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PREAI
deleteHaotian Zhang; Chen Wang; Jun Moon
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Knockoff-Guided Compressive Sensing: A Statistical Machine Learning Framework for Support-Assured Signal Recovery
deleteMachine Learning
IF2.9
delete2026-10-07
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PREAI
deleteXiaochen Zhang; Haoyi Xiong
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Large Language Model Guided Series Saliency Module for Accurate and Interpretable Multivariate Time Series Forecasting
deleteMachine Learning
IF2.9
delete2026-10-07
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PREAI
deleteQingyi Pan; Liyuan Wang; Xiaoyu Chen; Ning Chen
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Beyond Lipschitz: generalization and optimization analysis for adversarial training under Hölder-type conditions
deleteMachine Learning
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 Data
deleteMachine Learning
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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