DeepLSS: breaking parameter degeneracies in large scale structure with deep learning analysis of combined probes

17 March 2022

Papers citing "DeepLSS: breaking parameter degeneracies in large scale structure with deep learning analysis of combined probes"

8 / 8 papers shown

Title
Field-level simulation-based inference with galaxy catalogs: the impact of systematic effects Natalí S. M. de Santi F. Villaescusa-Navarro L. Abramo Helen Shao Lucia A. Perez ... F. Marinacci D. Spergel K. Dolag L. Hernquist M. Vogelsberger 206 5 0 28 Jan 2025
AutoClip: Adaptive Gradient Clipping for Source Separation Networks Prem Seetharaman Gordon Wichern Bryan Pardo Jonathan Le Roux 53 33 0 25 Jul 2020
Gaussian Process Conditional Density Estimation Vincent Dutordoir Hugh Salimbeni M. Deisenroth J. Hensman 115 52 0 30 Oct 2018
Depthwise Separable Convolutions for Neural Machine Translation Lukasz Kaiser Aidan Gomez François Chollet 66 279 0 09 Jun 2017
Masked Autoregressive Flow for Density Estimation George Papamakarios Theo Pavlakou Iain Murray 173 1,349 0 19 May 2017
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.9K 193,426 0 10 Dec 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.4K 149,842 0 22 Dec 2014
emcee: The MCMC Hammer D. Foreman-Mackey D. Hogg D. Lang J. Goodman 84 8,485 0 16 Feb 2012