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Numerical Integration

Numerical integration is the task to calculate the numerical value of a definite integral or the numerical solution of differential equations.

Papers

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Showing 26–50 of 242 papers

TitleStatusHype
Learning Nonparametric Volterra Kernels with Gaussian ProcessesCode0
Outlier-robust neural network training: variation regularization meets trimmed loss to prevent functional breakdownCode0
Minimizing robust density power-based divergences for general parametric density modelsCode0
Machine Learning for the identification of phase-transitions in interacting agent-based systems: a Desai-Zwanzig exampleCode0
i-flow: High-dimensional Integration and Sampling with Normalizing FlowsCode0
Inertial Navigation Using an Inertial Sensor ArrayCode0
How Far Are We from Optimal Reasoning Efficiency?Code0
AReS and MaRS - Adversarial and MMD-Minimizing Regression for SDEsCode0
Identifiability of Differential-Algebraic SystemsCode0
Learning effective stochastic differential equations from microscopic simulations: linking stochastic numerics to deep learningCode0
Fenrir: Physics-Enhanced Regression for Initial Value ProblemsCode0
Efficient time stepping for numerical integration using reinforcement learningCode0
Evaluating AI-generated code for C++, Fortran, Go, Java, Julia, Matlab, Python, R, and RustCode0
Calibrating Multivariate Lévy Processes with Neural NetworksCode0
BoXHED2.0: Scalable boosting of dynamic survival analysisCode0
A Dictionary of Closed-Form Kernel Mean EmbeddingsCode0
Distributional Gradient Matching for Learning Uncertain Neural Dynamics ModelsCode0
Efficient Numerical Integration in Reproducing Kernel Hilbert Spaces via Leverage Scores SamplingCode0
Combining Normalizing Flows and Quasi-Monte CarloCode0
Bayesian Probabilistic Numerical Integration with Tree-Based ModelsCode0
Feedback Gradient Descent: Efficient and Stable Optimization with Orthogonality for DNNsCode0
Bayesian Numerical Integration with Neural NetworksCode0
Data-based stochastic modeling reveals sources of activity bursts in single-cell TGF-β signalingCode0
A hybrid approach for solving the gravitational N-body problem with Artificial Neural NetworksCode0
Learning Survival Distribution with Implicit Survival FunctionCode0
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