Deletion Robust Non-Monotone Submodular Maximization over Matroids

Get full text

Instability, Computational Efficiency and Statistical Accuracy

Get full text

Estimation of Local Geometric Structure on Manifolds from Noisy Data

Get full text

Ontolearn---A Framework for Large-scale OWL Class Expression Learning in Python

Get full text

Continuously evolving rewards in an open-ended environment

Get full text

Recursive Causal Discovery

Get full text

Evaluation of Active Feature Acquisition Methods for Time-varying Feature Settings

Get full text

On Adaptive Stochastic Optimization for Streaming Data: A Newton's Method with O(dN) Operations

Get full text

Determine the Number of States in Hidden Markov Models via Marginal Likelihood

Get full text

Variance-Aware Estimation of Kernel Mean Embedding

Get full text

Scaling ResNets in the Large-depth Regime

Get full text

A Comparative Evaluation of Quantification Methods

Get full text

Lightning UQ Box: Uncertainty Quantification for Neural Networks

Get full text

Scaling Data-Constrained Language Models

Get full text

Curvature-based Clustering on Graphs

Get full text

Composite Goodness-of-fit Tests with Kernels

Get full text

PFLlib: A Beginner-Friendly and Comprehensive Personalized Federated Learning Library and Benchmark

Get full text

The Effect of SGD Batch Size on Autoencoder Learning: Sparsity, Sharpness, and Feature Learning

Get full text

Efficient and Robust Transfer Learning of Optimal Individualized Treatment Regimes with Right-Censored Survival Data

Get full text

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

Get full text