estimation – Andrew Fairless, Ph.D.

What I Read: Bounded Kernel Density Estimation

By Andrew Fairless on February 4, 2025October 25, 2024

https://towardsdatascience.com/bounded-kernel-density-estimation-2082dff3f47f Bounded Kernel Density EstimationThomas RouchFeb 28, 2024 “…when it comes to estimating continuous densities, people often resort to treating it as a mysterious black box. However, understanding this conceptContinue readingWhat I Read: Bounded Kernel Density Estimation

What I Read: polynomial features

By Andrew Fairless on March 25, 2024February 5, 2024

https://alexshtf.github.io/2024/01/21/Bernstein.html Are polynomial features the root of all evil?Alex ShtoffJan 21, 2024 “There’s nothing inherently wrong with high degree polynomials, and in contrast to what is typically taught, high degreeContinue readingWhat I Read: polynomial features

What I Read: Russian Roulette

By Andrew Fairless on January 3, 2023November 5, 2022

The Russian Roulette: An Unbiased Estimator of the LimitBy Fabian Pedregosa.Sat 15 October 2022 “The Russian Roulette offers a simple way to construct an unbiased estimator for the limit ofContinue readingWhat I Read: Russian Roulette

What I Read: Flows for simultaneous manifold learning and density estimation

By Andrew Fairless on December 31, 2020December 20, 2020

https://arxiv.org/abs/2003.13913 Flows for simultaneous manifold learning and density estimationJohann Brehmer, Kyle Cranmer “We introduce manifold-learning flows (M-flows), a new class of generative models that simultaneously learn the data manifold asContinue readingWhat I Read: Flows for simultaneous manifold learning and density estimation

Tag: estimation