Torsten A. Enßlin

Affiliations:
  • Max-Planck-Institut für Astrophysik, Garching, Germany


According to our database1, Torsten A. Enßlin authored at least 34 papers between 2005 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

Online presence:

On csauthors.net:

Bibliography

2023
Butterfly Transforms for Efficient Representation of Spatially Variant Point Spread Functions in Bayesian Imaging.
Entropy, April, 2023

Attention to Entropic Communication.
CoRR, 2023

2022
Information and Agreement in the Reputation Game Simulation.
Entropy, December, 2022

Information Field Theory and Artificial Intelligence.
Entropy, 2022

Sparse Kernel Gaussian Processes through Iterative Charted Refinement (ICR).
CoRR, 2022

2021
Probabilistic Autoencoder Using Fisher Information.
Entropy, 2021

Dynamical Field Inference and Supersymmetry.
Entropy, 2021

Bayesian Reasoning with Trained Neural Networks.
Entropy, 2021

Geometric Variational Inference.
Entropy, 2021

Information Field Theory as Artificial Intelligence.
CoRR, 2021

2020
hammurabi X: a C++ package for simulating Galactic emissions.
J. Open Source Softw., 2020

A Bayesian Model for Bivariate Causal Inference.
Entropy, 2020

Probabilistic simulation of partial differential equations.
CoRR, 2020

Bayesian Reasoning with Deep-Learned Knowledge.
CoRR, 2020

2019
Metric Gaussian Variational Inference.
CoRR, 2019

2018
Bayesian Causal Inference.
CoRR, 2018

Encoding prior knowledge in the structure of the likelihood.
CoRR, 2018

Information theory for fields.
CoRR, 2018

Radio Imaging with Information Field Theory.
Proceedings of the 26th European Signal Processing Conference, 2018

2017
Optimal Belief Approximation.
Entropy, 2017

2016
d2o: a distributed data object for parallel high-performance computing in Python.
J. Big Data, 2016

Correlated signal inference by free energy exploration.
CoRR, 2016

2014
Signal inference with unknown response: calibration uncertainty renormalized estimator.
CoRR, 2014

2013
NIFTY - Numerical Information Field Theory - a versatile Python library for signal inference
CoRR, 2013

Information field theory
CoRR, 2013

D3PO - Denoising, Deconvolving, and Decomposing Photon Observations.
CoRR, 2013

Art and theory of self-calibration.
CoRR, 2013

2012
Information field dynamics for simulation scheme construction
CoRR, 2012

2010
AstroGrid-D: Grid Technology for Astronomical Science
CoRR, 2010

Inference with minimal Gibbs free energy in information field theory
CoRR, 2010

Reconstruction of signals with unknown spectra in information field theory with parameter uncertainty
CoRR, 2010

2009
Workflows für das frühe Universum - Die ProC-Workflowengine.
Inform. Spektrum, 2009

2008
Information field theory for cosmological perturbation reconstruction and non-linear signal analysis
CoRR, 2008

2005
Enabling Grid Technologies for Simulating the Planck LFI Simulated Mission.
Proceedings of the Seventh International Workshop on Computer Architectures for Machine Perception (CAMP 2005), 2005


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