Nathan Kirk

15 papers Misc 1Journal 13Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Bayesian Approach to Low-Discrepancy Subset Selection.
CoRR
Nathan Kirk
2025 J jnl
Enhancing Neural Autoregressive Distribution Estimators for Image Reconstruction.
CoRR
Ambrose Emmett-Iwaniw, Nathan Kirk
2025 J jnl
High-Dimensional Quasi-Monte Carlo via Combinatorial Discrepancy.
CoRR
Jiaheng Chen, Haotian Jiang, Nathan Kirk
2025 J jnl
Low Stein Discrepancy via Message-Passing Monte Carlo.
CoRR
Nathan Kirk, T. Konstantin Rusch, Jakob Zech, Daniela Rus
2025 J jnl
Multilevel Sampling in Algebraic Statistics.
CoRR
Nathan Kirk, Ivan Gvozdanovic, Sonja Petrovic
2025 J jnl
Neural Low-Discrepancy Sequences.
CoRR
Michael Etienne Van Huffel, Nathan Kirk, Makram Chahine, Daniela Rus, T. Konstantin Rusch
2025 J jnl
On the optimization of discrepancy measures.
CoRR
François Clément, Nathan Kirk, Art B. Owen, T. Konstantin Rusch
2025 J jnl
Optimizing Kernel Discrepancies via Subset Selection.
CoRR
Deyao Chen, François Clément, Carola Doerr, Nathan Kirk
2025 J jnl
Quasi-Monte Carlo Methods: What, Why, and How?
CoRR
Fred J. Hickernell, Nathan Kirk, Aleksei G. Sorokin
2024 Misc conf
An Improved Halton Sequence for Implementation in Quasi-Monte Carlo Methods.
WSC
Nathan Kirk, Christiane Lemieux
2024 J jnl
An improved Halton sequence for implementation in quasi-Monte Carlo methods.
CoRR
Nathan Kirk, Christiane Lemieux
2024 J jnl
Message-Passing Monte Carlo: Generating low-discrepancy point sets via Graph Neural Networks.
CoRR
T. Konstantin Rusch, Nathan Kirk, Michael M. Bronstein, Christiane Lemieux, Daniela Rus
2024 J jnl
Partitions for stratified sampling.
Monte Carlo Methods Appl.
François Clément, Nathan Kirk, Florian Pausinger
2022 — conf
An Approach to Monitoring Particulate Matter Based Pollution Using Low-Cost Sensing.
UCAmI
Nathan Kirk, José A. Santos, Joseph Rafferty, Peter Nicholl, Ciara Campbell
2014 J jnl
A computational study of the effects of remodelled electrophysiology and mechanics on initiation of ventricular fibrillation in human heart failure.
CoRR
Nathan Kirk, Alan Benson, Christopher E. Goodyer, Matthew E. Hubbard