Variance-Aware Estimation of Kernel Mean Embedding

Subjects: “…Artificial Intelligence & Machine Learning…”
Get full text

Scaling ResNets in the Large-depth Regime

Subjects: “…Artificial Intelligence & Machine Learning…”
Get full text

A Comparative Evaluation of Quantification Methods

Subjects: “…Artificial Intelligence & Machine Learning…”
Get full text

Lightning UQ Box: Uncertainty Quantification for Neural Networks

Subjects: “…Artificial Intelligence & Machine Learning…”
Get full text

Scaling Data-Constrained Language Models

Subjects: “…Artificial Intelligence & Machine Learning…”
Get full text

Curvature-based Clustering on Graphs

Subjects: “…Artificial Intelligence & Machine Learning…”
Get full text

Composite Goodness-of-fit Tests with Kernels

Subjects: “…Artificial Intelligence & Machine Learning…”
Get full text

DAGs as Minimal I-maps for the Induced Models of Causal Bayesian Networks under Conditioning

Subjects: “…Artificial Intelligence & Machine Learning…”
Get full text

Adjusted Expected Improvement for Cumulative Regret Minimization in Noisy Bayesian Optimization

Subjects: “…Artificial Intelligence & Machine Learning…”
Get full text

Manifold Fitting under Unbounded Noise

Subjects: “…Artificial Intelligence & Machine Learning…”
Get full text

Wasserstein Convergence Guarantees for a General Class of Score-Based Generative Models

Subjects: “…Artificial Intelligence & Machine Learning…”
Get full text

Extremal graphical modeling with latent variables via convex optimization

Subjects: “…Artificial Intelligence & Machine Learning…”
Get full text

On the Approximation of Kernel functions

Subjects: “…Artificial Intelligence & Machine Learning…”
Get full text

Efficient and Robust Semi-supervised Estimation of Average Treatment Effect with Partially Annotated Treatment and Response

Subjects: “…Artificial Intelligence & Machine Learning…”
Get full text

Unbalanced Kantorovich-Rubinstein distance, plan, and barycenter on nite spaces: A statistical perspective

Subjects: “…Artificial Intelligence & Machine Learning…”
Get full text

Copula-based Sensitivity Analysis for Multi-Treatment Causal Inference with Unobserved Confounding

Subjects: “…Artificial Intelligence & Machine Learning…”
Get full text

Rank-one Convexification for Sparse Regression

Subjects: “…Artificial Intelligence & Machine Learning…”
Get full text

gsplat: An Open-Source Library for Gaussian Splatting

Subjects: “…Artificial Intelligence & Machine Learning…”
Get full text

Statistical Inference of Constrained Stochastic Optimization via Sketched Sequential Quadratic Programming

Subjects: “…Artificial Intelligence & Machine Learning…”
Get full text

Sliced-Wasserstein Distances and Flows on Cartan-Hadamard Manifolds

Subjects: “…Artificial Intelligence & Machine Learning…”
Get full text