Nathan Kirk

According to our database, Nathan Kirk authored at least 14 papers between 2014 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

A Bayesian Approach to Low-Discrepancy Subset Selection.

Nathan Kirk

CoRR, February, 2026

2025

Optimizing Kernel Discrepancies via Subset Selection.

Deyao Chen, François Clément, Carola Doerr, Nathan Kirk

CoRR, November, 2025

Neural Low-Discrepancy Sequences.

Michael Etienne Van Huffel, Nathan Kirk, Makram Chahine, Daniela Rus, T. Konstantin Rusch

CoRR, October, 2025

High-Dimensional Quasi-Monte Carlo via Combinatorial Discrepancy.

Jiaheng Chen, Haotian Jiang, Nathan Kirk

CoRR, August, 2025

On the optimization of discrepancy measures.

François Clément, Nathan Kirk, Art B. Owen, T. Konstantin Rusch

CoRR, August, 2025

Enhancing Neural Autoregressive Distribution Estimators for Image Reconstruction.

Ambrose Emmett-Iwaniw, Nathan Kirk

CoRR, June, 2025

Multilevel Sampling in Algebraic Statistics.

Nathan Kirk, Ivan Gvozdanovic, Sonja Petrovic

CoRR, May, 2025

Low Stein Discrepancy via Message-Passing Monte Carlo.

Nathan Kirk, T. Konstantin Rusch, Jakob Zech, Daniela Rus

CoRR, March, 2025

Quasi-Monte Carlo Methods: What, Why, and How?

Fred J. Hickernell, Nathan Kirk, Aleksei G. Sorokin

CoRR, February, 2025

2024

Partitions for stratified sampling.

François Clément, Nathan Kirk, Florian Pausinger

Monte Carlo Methods Appl., 2024

Message-Passing Monte Carlo: Generating low-discrepancy point sets via Graph Neural Networks.

T. Konstantin Rusch, Nathan Kirk, Michael M. Bronstein, Christiane Lemieux, Daniela Rus

CoRR, 2024

An Improved Halton Sequence for Implementation in Quasi-Monte Carlo Methods.

Nathan Kirk, Christiane Lemieux

Proceedings of the Winter Simulation Conference, 2024

2022

An Approach to Monitoring Particulate Matter Based Pollution Using Low-Cost Sensing.

Nathan Kirk, José A. Santos, Joseph Rafferty, Peter Nicholl, Ciara Campbell

Proceedings of the International Conference on Ubiquitous Computing & Ambient Intelligence, 2022

2014

A computational study of the effects of remodelled electrophysiology and mechanics on initiation of ventricular fibrillation in human heart failure.

Nathan Kirk, Alan Benson, Christopher E. Goodyer, Matthew E. Hubbard

CoRR, 2014