Precise High-Dimensional Asymptotics for Quantifying Heterogeneous Transfers

Subjects: “…Computer Science & IT…”
Get full text

Score-based Causal Representation Learning: Linear and General Transformations

Subjects: “…Computer Science & IT…”
Get full text

On the Statistical Properties of Generative Adversarial Models for Low Intrinsic Data Dimension

Subjects: “…Computer Science & IT…”
Get full text

Prominent Roles of Conditionally Invariant Components in Domain Adaptation: Theory and Algorithms

Subjects: “…Computer Science & IT…”
Get full text

Near-Optimal Nonconvex-Strongly-Convex Bilevel Optimization with Fully First-Order Oracles

Subjects: “…Computer Science & IT…”
Get full text

Adaptive Distributed Kernel Ridge Regression: A Feasible Distributed Learning Scheme for Data Silos

Subjects: “…Computer Science & IT…”
Get full text

On Global and Local Convergence of Iterative Linear Quadratic Optimization Algorithms for Discrete Time Nonlinear Control

Subjects: “…Computer Science & IT…”
Get full text

A Decentralized Proximal Gradient Tracking Algorithm for Composite Optimization on Riemannian Manifolds

Subjects: “…Computer Science & IT…”
Get full text

Learning conditional distributions on continuous spaces

Subjects: “…Computer Science & IT…”
Get full text

A Unified Analysis of Nonstochastic Delayed Feedback for Combinatorial Semi-Bandits, Linear Bandits, and MDPs

Subjects: “…Computer Science & IT…”
Get full text

Error bounds for particle gradient descent, and extensions of the log-Sobolev and Talagrand inequalities

Subjects: “…Computer Science & IT…”
Get full text

Linear Hypothesis Testing in High-Dimensional Expected Shortfall Regression with Heavy-Tailed Errors

Subjects: “…Computer Science & IT…”
Get full text

Efficient Numerical Integration in Reproducing Kernel Hilbert Spaces via Leverage Scores Sampling

Subjects: “…Computer Science & IT…”
Get full text

Distribution Free Tests for Model Selection Based on Maximum Mean Discrepancy with Estimated Parameters

Subjects: “…Computer Science & IT…”
Get full text

Statistical field theory for Markov decision processes under uncertainty

Subjects: “…Computer Science & IT…”
Get full text

Bayesian Data Sketching for Varying Coefficient Regression Models

Subjects: “…Computer Science & IT…”
Get full text

Bagged k-Distance for Mode-Based Clustering Using the Probability of Localized Level Sets

Subjects: “…Computer Science & IT…”
Get full text

Linear cost and exponentially convergent approximation of Gaussian Matérn processes on intervals

Subjects: “…Computer Science & IT…”
Get full text

Invariant Subspace Decomposition

Subjects: “…Computer Science & IT…”
Get full text

Posterior Concentrations of Fully-Connected Bayesian Neural Networks with General Priors on the Weights

Subjects: “…Computer Science & IT…”
Get full text