Kirk, Nathan
- On the expected L2-discrepancy of jittered sampling
2022/08/18 by Kirk, Nathan, Pausinger, Florian · 2 citations
#FOS: Mathematics #Number Theory (math.NT) #Probability (math.PR)
- Partitions for stratified sampling
2022/04/20 by Clement, Francois, Nathan Kirk, Florian Pausinger +2 · 1 citation
Computer Science · Engineering · Mathematics · #Combinatorics (math.CO) #Digital Image Processing Techniques #FOS: Mathematics #Industrial Vision Systems and Defect Detection #Mathematical Approximation and Integration #Number Theory (math.NT)
- An improved Halton sequence for implementation in quasi-Monte Carlo methods
2024/05/11 by Nathan Kirk, Kirk, Nathan, Christiane Lemieux +1 · 2 citations
Mathematics · #FOS: Mathematics #Mathematical Approximation and Integration #Number Theory (math.NT) #Numerical Analysis (math.NA)
- Low Stein Discrepancy via Message-Passing Monte Carlo
2025/03/27 by Kirk, Nathan, Rusch, T. Konstantin, Zech, Jakob +1 · 3 citations
#FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Numerical Analysis (math.NA)
- Quasi-Monte Carlo Methods: What, Why, and How?
2025/02/05 by Hickernell, Fred J., Kirk, Nathan, Sorokin, Aleksei G. · 2 citations
#65C05 #Computation (stat.CO) #FOS: Computer and information sciences #FOS: Mathematics #Numerical Analysis (math.NA)