1 citations · 2 across the 3 of their papers we have counts for
4 papers
LatticeVision: Image to Image Networks for Modeling Non-Stationary Spatial Data
Antony Sikorski, Michael Ivanitskiy, Nathan Lenssen +2
In many applications, we wish to fit a parametric statistical model to a small ensemble of spatially distributed random variables ('fields'). However, parameter inference using max…
Wasserstein Distributional Learning
Chengliang Tang, Nathan Lenssen, Ying Wei +1
Learning conditional densities and identifying factors that influence the entire distribution are vital tasks in data-driven applications. Conventional approaches work mostly with…
Fundamental Limits of Detection of Galaxies in the Near and Mid Infrared
Nathan Lenssen
The construction of the James Webb Space Telescope has brought attention to infrared astronomy and cosmology. The potential information about our universe to be gained by this miss…
On the Mathematics of Music: From Chords to Fourier Analysis
Nathan Lenssen, Deanna Needell
Mathematics is a far reaching discipline and its tools appear in many applications. In this paper we discuss its role in music and signal processing by revisiting the use of mathem…