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GraphNeuralNetworks.jl: Deep Learning on Graphs with Julia
Published in Journal of Machine Learning Research (2026)Subjects: “…Computer Science & Information Science…”
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Dynamic angular synchronization under smoothness constraints
Published in Journal of Machine Learning Research (2026)Subjects: “…Computer Science & Information Science…”
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Derivative-Informed Neural Operator Acceleration of Geometric MCMC for Infinite-Dimensional Bayesian Inverse Problems
Published in Journal of Machine Learning Research (2026)Subjects: “…Computer Science & Information Science…”
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Wasserstein F-tests for Frechet regression on Bures-Wasserstein manifolds
Published in Journal of Machine Learning Research (2026)Subjects: “…Computer Science & Information Science…”
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Distributed Stochastic Bilevel Optimization: Improved Complexity and Heterogeneity Analysis
Published in Journal of Machine Learning Research (2026)Subjects: “…Computer Science & Information Science…”
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Learning causal graphs via nonlinear sufficient dimension reduction
Published in Journal of Machine Learning Research (2026)Subjects: “…Computer Science & Information Science…”
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On Consistent Bayesian Inference from Synthetic Data
Published in Journal of Machine Learning Research (2026)Subjects: “…Computer Science & Information Science…”
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Optimization Over a Probability Simplex
Published in Journal of Machine Learning Research (2026)Subjects: “…Computer Science & Information Science…”
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Laplace Meets Moreau: Smooth Approximation to Infimal Convolutions Using Laplace's Method
Published in Journal of Machine Learning Research (2026)Subjects: “…Computer Science & Information Science…”
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Sampling and Estimation on Manifolds using the Langevin Diffusion
Published in Journal of Machine Learning Research (2026)Subjects: “…Computer Science & Information Science…”
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Sharp Bounds for Sequential Federated Learning on Heterogeneous Data
Published in Journal of Machine Learning Research (2026)Subjects: “…Computer Science & Information Science…”
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Local Linear Recovery Guarantee of Deep Neural Networks at Overparameterization
Published in Journal of Machine Learning Research (2026)Subjects: “…Computer Science & Information Science…”
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Stabilizing Sharpness-Aware Minimization Through A Simple Renormalization Strategy
Published in Journal of Machine Learning Research (2026)Subjects: “…Computer Science & Information Science…”
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Fine-Grained Change Point Detection for Topic Modeling with Pitman-Yor Process
Published in Journal of Machine Learning Research (2026)Subjects: “…Computer Science & Information Science…”
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Deletion Robust Non-Monotone Submodular Maximization over Matroids
Published in Journal of Machine Learning Research (2026)Subjects: “…Computer Science & Information Science…”
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Instability, Computational Efficiency and Statistical Accuracy
Published in Journal of Machine Learning Research (2026)Subjects: “…Computer Science & Information Science…”
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Estimation of Local Geometric Structure on Manifolds from Noisy Data
Published in Journal of Machine Learning Research (2026)Subjects: “…Computer Science & Information Science…”
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Ontolearn---A Framework for Large-scale OWL Class Expression Learning in Python
Published in Journal of Machine Learning Research (2026)Subjects: “…Computer Science & Information Science…”
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Continuously evolving rewards in an open-ended environment
Published in Journal of Machine Learning Research (2026)Subjects: “…Computer Science & Information Science…”
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Recursive Causal Discovery
Published in Journal of Machine Learning Research (2026)Subjects: “…Computer Science & Information Science…”
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