Search Results - "Science"

  1. GraphNeuralNetworks.jl: Deep Learning on Graphs with Julia

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  2. Dynamic angular synchronization under smoothness constraints

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  3. Derivative-Informed Neural Operator Acceleration of Geometric MCMC for Infinite-Dimensional Bayesian Inverse Problems

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  4. Wasserstein F-tests for Frechet regression on Bures-Wasserstein manifolds

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  5. Distributed Stochastic Bilevel Optimization: Improved Complexity and Heterogeneity Analysis

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  6. Learning causal graphs via nonlinear sufficient dimension reduction

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  7. On Consistent Bayesian Inference from Synthetic Data

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  8. Optimization Over a Probability Simplex

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  9. Laplace Meets Moreau: Smooth Approximation to Infimal Convolutions Using Laplace's Method

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  10. Sampling and Estimation on Manifolds using the Langevin Diffusion

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  11. Sharp Bounds for Sequential Federated Learning on Heterogeneous Data

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  12. Local Linear Recovery Guarantee of Deep Neural Networks at Overparameterization

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  13. Stabilizing Sharpness-Aware Minimization Through A Simple Renormalization Strategy

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  14. Fine-Grained Change Point Detection for Topic Modeling with Pitman-Yor Process

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  15. Deletion Robust Non-Monotone Submodular Maximization over Matroids

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  16. Instability, Computational Efficiency and Statistical Accuracy

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  17. Estimation of Local Geometric Structure on Manifolds from Noisy Data

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  18. Ontolearn---A Framework for Large-scale OWL Class Expression Learning in Python

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  19. Continuously evolving rewards in an open-ended environment

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  20. Recursive Causal Discovery

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