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Causal Effect of Functional Treatmen
Author: Tan, Ruoxu; Huang, Wei; Zhang, Zheng; Yin, Guosheng
Journal: JOURNAL OF MACHINE LEARNING RESEARCH. 2025; Vol. 26, Issue , pp. 1-39. DOI:
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High-Dimensional L2-Boosting: Rate of Convergenc
Author: Luo, Ye; Spindler, Martin; Kueck, Jannis
Journal: JOURNAL OF MACHINE LEARNING RESEARCH. 2025; Vol. 26, Issue , pp. 1-54. DOI:
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Implicit vs Unfolded Graph Neural Network
Author: Yang, Yongyi; Liu, Tang; Wang, Yangkun; Huang, Zengfeng; Wipf, David
Journal: JOURNAL OF MACHINE LEARNING RESEARCH. 2025; Vol. 26, Issue , pp. 1-46. DOI:
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Wasserstein Convergence Guarantees for a General Class of Score-Based Generative Model
Author: Gao, Xuefeng; Nguyen, Hoang M.; Zhu, Lingjiong
Journal: JOURNAL OF MACHINE LEARNING RESEARCH. 2025; Vol. 26, Issue , pp. 1-54. DOI:
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Fine-Grained Change Point Detection for Topic Modeling with Pitman-Yor Proces
Author: Wang, Feifei; Zhao, Zimeng; Ye, Ruimin; Gu, Xiaoge; Lu, Xiaoling
Journal: JOURNAL OF MACHINE LEARNING RESEARCH. 2025; Vol. 26, Issue , pp. -. DOI:
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Stabilizing Sharpness-Aware Minimization Through A Simple Renormalization Strateg
Author: Tan, Chengli; Zhang, Jiangshe; Liu, Junmin; Wang, Yicheng; Hao, Yunda
Journal: JOURNAL OF MACHINE LEARNING RESEARCH. 2025; Vol. 26, Issue , pp. -. DOI:
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Sharp Bounds for Sequential Federated Learning on Heterogeneous Dat
Author: Li, Yipeng; Lyu, Xinchen
Journal: JOURNAL OF MACHINE LEARNING RESEARCH. 2025; Vol. 26, Issue , pp. -. DOI:
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Local Linear Recovery Guarantee of Deep Neural Networks at Overparameterizatio
Author: Zhang, Yaoyu; Zhang, Leyang; Zhang, Zhongwang; Bai, Zhiwei
Journal: JOURNAL OF MACHINE LEARNING RESEARCH. 2025; Vol. 26, Issue , pp. 1-30. DOI:
