AEPsych

AEPsych

  • Docs
  • Tutorials
  • API Reference
  • GitHub

›About

About

  • Introduction
  • Papers related to AEPsych

General

  • Getting Started with the AEPsych service
  • Writing Config Files
  • AEPsych clients

Background materials

  • A brief introduction to Psychophysics
  • A brief introduction to Gaussian Process active learning

For developers

  • API Overview
  • Database Overview

Advanced topics

  • Advanced Strategy Configuration
  • The Ax Backend
Edit

Papers related to AEPsych

The main reference for AEPsych is:

@misc{owen2021aepsych,
  doi = {10.48550/ARXIV.2104.09549},
  url = {https://arxiv.org/abs/2104.09549},
  author = {Owen, Lucy and Browder, Jonathan and Letham, Benjamin and Stocek, Gideon and Tymms, Chase and Shvartsman, Michael},
  keywords = {Methodology (stat.ME), Neurons and Cognition (q-bio.NC), FOS: Computer and information sciences, FOS: Computer and information sciences, FOS: Biological sciences, FOS: Biological sciences},
  title = {Adaptive Nonparametric Psychophysics},
  publisher = {arXiv},
  year = {2021},
  copyright = {Creative Commons Attribution Non Commercial No Derivatives 4.0 International}
}

Papers on AEPsych methods

  • Adaptive Nonparametric Psychophysics. Lucy Owen, Jonathan Browder, Benjamin Letham, Gideon Stocek, Chase Tymms, Michael Shvartsman. arXiv, 2021.
  • Look-Ahead Acquisition Functions for Bernoulli Level Set Estimation. Benjamin Letham, Phillip Guan, Chase Tymms, Eytan Bakshy, Michael Shvartsman. AISTATS 2022.

Papers and abstracts using AEPsych

To add your paper here, feel free to submit a pull request or get in touch!

  • Perceptual Requirements for Eye-Tracked Distortion Correction in VR. Phillip Guan, Olivier Mercier, Michael Shvartsman, Douglas Lanman. SIGGRAPH 2022.
  • Persistence-optimization based on task performance in VR. Xiuyun Wu, Scott Murdison. SID Display Week 2022 (unpublished abstract).
← IntroductionGetting Started with the AEPsych service →
  • Papers on AEPsych methods
  • Papers and abstracts using AEPsych
AEPsych
Docs
IntroductionGetting StartedTutorialsAPI Reference
Legal
PrivacyTerms
Social
aepsych
Facebook Open Source
Copyright © 2023 Meta, Inc. Built with Docusaurus.

We use cookies to enhance your experience, and to analyse the use of our website. By clicking or navigating, you agree to allow our usage of cookies.