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Sharp Bounds for Sequential Federated Learning on Heterogeneous Data
Published in Journal of Machine Learning Research (2026)Get full text
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AdamMAD: Improved Second-Moment of Adam for Enhancing Stability and Convergence
Published in DSE (2026)Subjects: “…Big data and data science…”
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WALDEN: Workload-Aware Learned Tree Index
Published in DSE (2026)Subjects: “…Big data and data science…”
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On-Demand Augmentation for Long-Tail Data Through Subset- and Topic-Driven Sparsity Identification Framework
Published in DSE (2026)Subjects: “…Big data and data science…”
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Unsupervised Anomaly Detection on Attributed Multiplex Heterogeneous Networks
Published in DSE (2026)Subjects: “…Big data and data science…”
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A Survey on Modern Deep Learning Techniques for Traffic Volume Prediction
Published in DSE (2026)Subjects: “…Big data and data science…”
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Efficient Label-Constrained Path Queries on Time-Dependent Graphs via LP-Tree Decomposition
Published in DSE (2026)Subjects: “…Big data and data science…”
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IBformer: Inductive Bias is Necessary for Multivariate Time Series Forecasting
Published in DSE (2026)Subjects: “…Big data and data science…”
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