Cataloging the Visible Universe through Bayesian Inference at Petascale Jeffrey Regier∗ , Kiran Pamnany† , Keno Fischer‡ , Andreas Noack§ , Maximilian Lam∗ , Jarrett Revels§ , Steve Howard¶ , Ryan Giordano¶ ,

Source URL: arxiv.org

• Observational astronomy
• Astronomy
• Parallel computing
• Bayesian network
• Sloan Digital Sky Survey
• Computing
• Bayesian inference
• Astronomical survey
• Gravitational lens
• Computer cluster

Haptic SLAM: an ideal observer model for Bayesian inference of object shape and hand pose from contact dynamics Feryal M. P. Behbahani1 , Guillem Singla–Buxarrais2 and A. Aldo Faisal1,2,3 1

Source URL: spiral.imperial.ac.uk

• Humancomputer interaction
• Artificial intelligence
• Robot control
• Virtual reality
• Multimodal interaction
• Video game controllers
• Robot navigation
• Haptic technology
• Haptic perception
• Simultaneous localization and mapping
• Occupancy grid mapping
• Kalman filter

Improving the Identifiability of Neural Networks for Bayesian Inference Arya A. Pourzanjani∗, Richard M. Jiang∗, Linda R. Petzold Department of Computer Science University of California, Santa Barbara

Source URL: bayesiandeeplearning.org

MAP estimate on GLMs Stochastic Gradient Descent (SGD) MAP to Bayesian Inference

Source URL: emtiyaz.github.io

Bayesian Analysis, Number 4, pp. 817–846 Inference of global clusters from locally distributed data

Source URL: dept.stat.lsa.umich.edu

Accelerating Bayesian Structural Inference for Non-Decomposable Gaussian Graphical Models Baback Moghaddam1, Benjamin M. Marlin2, Mohammad Emtiyaz Khan2 and Kevin P. Murphy2 1. Jet Propulsion Laboratory, California Insti

Source URL: emtiyaz.github.io

Inference and Attack in Bayesian Networks Sjoerd T. Timmer a John-Jules Ch. Meyer a Silja Renooij a

Source URL: www.ai.rug.nl

5 - Bayesian Inference IV - Hierarchical Models

Source URL: www.justinesarey.com

Dpto. de Logica y Filosofia de la Ciencia, Valencia 2007 LECTURE 1 “INTRODUCTION TO BAYESIAN INFERENCE” Jan-Willem Romeijn, University of Groningen Email: Web: http://www.philos.rug.nl/~romeyn 1. T

Source URL: www.philos.rug.nl

Bayesian Inference for the Normal Distribution 1. Posterior distribution with a sample size of 1 Eg. . is known. Suppose that we have an

Source URL: www.ams.sunysb.edu