gsplat: An Open-Source Library for Gaussian Splatting

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

Statistical Inference of Constrained Stochastic Optimization via Sketched Sequential Quadratic Programming

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

Sliced-Wasserstein Distances and Flows on Cartan-Hadamard Manifolds

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

Accelerating optimization over the space of probability measures

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

Bayesian Multi-Group Gaussian Process Models for Heterogeneous Group-Structured Data

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

Orthogonal Bases for Equivariant Graph Learning with Provable k-WL Expressive Power

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

Optimal Experiment Design for Causal Effect Identification

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

Mean Aggregator is More Robust than Robust Aggregators under Label Poisoning Attacks on Distributed Heterogeneous Data

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

The Blessing of Heterogeneity in Federated Q-Learning: Linear Speedup and Beyond

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

depyf: Open the Opaque Box of PyTorch Compiler for Machine Learning Researchers

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

The ODE Method for Stochastic Approximation and Reinforcement Learning with Markovian Noise

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

Improving Graph Neural Networks on Multi-node Tasks with the Labeling Trick

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

Directed Cyclic Graphs for Simultaneous Discovery of Time-Lagged and Instantaneous Causality from Longitudinal Data Using Instrumental Variables

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

Bayesian Sparse Gaussian Mixture Model for Clustering in High Dimensions

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

Regularizing Hard Examples Improves Adversarial Robustness

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

Random ReLU Neural Networks as Non-Gaussian Processes

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

Riemannian Bilevel Optimization

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

Supervised Learning with Evolving Tasks and Performance Guarantees

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

Error estimation and adaptive tuning for unregularized robust M-estimator

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

From Sparse to Dense Functional Data in High Dimensions: Revisiting Phase Transitions from a Non-Asymptotic Perspective

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