Optimizing Return Distributions with Distributional Dynamic Programming

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

Imprecise Multi-Armed Bandits: Representing Irreducible Uncertainty as a Zero-Sum Game

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

Early Alignment in Two-Layer Networks Training is a Two-Edged Sword

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

Hierarchical Decision Making Based on Structural Information Principles

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

Generative Adversarial Networks: Dynamics

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

"What is Different Between These Datasets?" A Framework for Explaining Data Distribution Shifts

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

Assumption-lean and data-adaptive post-prediction inference

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

Bagged Regularized k-Distances for Anomaly Detection

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

Four Axiomatic Characterizations of the Integrated Gradients Attribution Method

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

Fast Algorithm for Constrained Linear Inverse Problems

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

High-Rank Irreducible Cartesian Tensor Decomposition and Bases of Equivariant Spaces

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

Best Linear Unbiased Estimate from Privatized Contingency Tables

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

Interpretable Global Minima of Deep ReLU Neural Networks on Sequentially Separable Data

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

Enhanced Feature Learning via Regularisation: Integrating Neural Networks and Kernel Methods

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

Data-Driven Performance Guarantees for Classical and Learned Optimizers

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

Contextual Bandits with Stage-wise Constraints

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

Boosting Causal Additive Models

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

Frequentist Guarantees of Distributed (Non)-Bayesian Inference

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

Asymptotic Inference for Multi-Stage Stationary Treatment Policy with Variable Selection

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

EMaP: Explainable AI with Manifold-based Perturbations

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