Ralf M. Haefner

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 9

Top Topics

Gaussian Process

Irregularly Spaced

Generalized Belief Propagation

Variational Inference

Top Venues

PLoS Comput. Biol.

Publications

Gabor Lengyel, Sabyasachi Shivkumar, Ralf M. Haefner
A General Method for Testing Bayesian Models using Neural Data. UniReps (2023)
Richard D. Lange, Ari S. Benjamin, Ralf M. Haefner, Xaq Pitkow
Interpolating between sampling and variational inference with infinite stochastic mixtures. UAI (2022)
Richard D. Lange, Ralf M. Haefner
Task-induced neural covariability as a signature of approximate Bayesian learning and inference. PLoS Comput. Biol. 18 (3) (2022)
Himanshu Ahuja, Ralf M. Haefner, Gregory C. DeAngelis, Manuel Gomez-Ramirez
Tactile motion coordinate transforms in the somatosensory system. WHC (2021)
Ankani Chattoraj, Martynas Snarskis, Ralf M. Haefner
Relating confidence judgements to temporal biases in perceptual decision-making. CogSci (2021)
Richard D. Lange, Ankani Chattoraj, Jeffrey M. Beck, Jacob L. Yates, Ralf M. Haefner
A confirmation bias in perceptual decision-making due to hierarchical approximate inference. PLoS Comput. Biol. 17 (11) (2021)
Ankani Chattoraj, Sabyasachi Shivkumar, Yongsoo Ra, Ralf M. Haefner
A confirmation bias due to approximate active inference. CogSci (2021)
Richard D. Lange, Ari Benjamin, Ralf M. Haefner, Xaq Pitkow
Interpolating between sampling and variational inference with infinite stochastic mixtures. CoRR (2021)
Sabyasachi Shivkumar, Richard D. Lange, Ankani Chattoraj, Ralf M. Haefner
A probabilistic population code based on neural samples. NeurIPS (2018)
Ralf M. Haefner, Matthias Bethge
Evaluating neuronal codes for inference using Fisher information. NIPS (2010)
Ralf M. Haefner, Bruce G. Cumming
An improved estimator of Variance Explained in the presence of noise. NIPS (2008)