Error Analysis for Deep ReLU Feedforward Density-Ratio Estimation with Bregman Divergence

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

A Reinforcement Learning Approach in Multi-Phase Second-Price Auction Design

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

UQLM: A Python Package for Uncertainty Quantification in Large Language Models

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

Nonlinear function-on-function regression by RKHS

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

Nonlocal Techniques for the Analysis of Deep ReLU Neural Network Approximations

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

A Data-Augmented Contrastive Learning Approach to Nonparametric Density Estimation

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

Guaranteed Nonconvex Low-Rank Tensor Estimation via Scaled Gradient Descent

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

skwdro: a library for Wasserstein distributionally robust machine learning

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

Extending Mean-Field Variational Inference via Entropic Regularization: Theory and Computation

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

Stochastic Gradient Methods: Bias, Stability and Generalization

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

Classification Under Local Differential Privacy with Model Reversal and Model Averaging

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

Identifying Weight-Variant Latent Causal Models

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

Efficient frequent directions algorithms for approximate decomposition of matrices and higher-order tensors

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

Online Detection of Changes in Moment--Based Projections: When to Retrain Deep Learners or Update Portfolios?

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

The surrogate Gibbs-posterior of a corrected stochastic MALA: Towards uncertainty quantification for neural networks

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

Resilient Multimodal Freight Planning With Strategic Helicopter Deployment Under Infrastructure Disruptions

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

Predicting Thyroid Dysfunction Using Classical Machine Learning With Rigorous Statistical Evaluation

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

Classical and Sliding Mode Controllers Applied to the Reaction Wheel Inverted Pendulum

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

Multi-Level Online Group Pruning for Deep Semantic Segmentation: Balancing Efficiency and Class Fairness

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

Metaheuristic-Driven Hyperparameter Optimization for Deep Reinforcement Learning-Based Interference-Aware Beamforming in mmWave MIMO Systems

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