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Torsten A. Enßlin
Person information
- affiliation: Max-Planck-Institut für Astrophysik, Garching, Germany
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Journal Articles
- 2023
- [j12]Vincent Eberle
, Philipp Frank
, Julia Stadler, Silvan Streit
, Torsten A. Enßlin
:
Butterfly Transforms for Efficient Representation of Spatially Variant Point Spread Functions in Bayesian Imaging. Entropy 25(4): 652 (2023) - 2022
- [j11]Torsten A. Enßlin
:
Information Field Theory and Artificial Intelligence. Entropy 24(3): 374 (2022) - [j10]Viktoria Kainz
, Céline Boehm, Sonja Utz
, Torsten A. Enßlin
:
Information and Agreement in the Reputation Game Simulation. Entropy 24(12): 1768 (2022) - 2021
- [j9]Jakob Knollmüller, Torsten A. Enßlin
:
Bayesian Reasoning with Trained Neural Networks. Entropy 23(6): 693 (2021) - [j8]Philipp Frank
, Reimar H. Leike, Torsten A. Enßlin
:
Geometric Variational Inference. Entropy 23(7): 853 (2021) - [j7]Johannes Zacherl
, Philipp Frank
, Torsten A. Enßlin
:
Probabilistic Autoencoder Using Fisher Information. Entropy 23(12): 1640 (2021) - [j6]Margret Westerkamp, Igor V. Ovchinnikov
, Philipp Frank
, Torsten A. Enßlin
:
Dynamical Field Inference and Supersymmetry. Entropy 23(12): 1652 (2021) - 2020
- [j5]Maximilian Kurthen
, Torsten A. Enßlin
:
A Bayesian Model for Bivariate Causal Inference. Entropy 22(1): 46 (2020) - [j4]Jiaxin Wang
, Tess Jaffe
, Torsten A. Ensslin
, Joe Taylor:
hammurabi X: a C++ package for simulating Galactic emissions. J. Open Source Softw. 5(47): 1889 (2020) - 2017
- [j3]Reimar H. Leike
, Torsten A. Enßlin
:
Optimal Belief Approximation. Entropy 19(8): 402 (2017) - 2016
- [j2]Theo Steininger
, Maksim Greiner, Frederik Beaujean
, Torsten A. Enßlin:
d2o: a distributed data object for parallel high-performance computing in Python. J. Big Data 3: 17 (2016) - 2009
- [j1]Wolfgang Hovest, Jörg Knoche
, Torsten A. Enßlin:
Workflows für das frühe Universum - Die ProC-Workflowengine. Inform. Spektrum 32(6): 487-495 (2009)
Conference and Workshop Papers
- 2018
- [c2]Philipp Arras, Jakob Knollmüller, Henrik Junklewitz, Torsten A. Enßlin:
Radio Imaging with Information Field Theory. EUSIPCO 2018: 2683-2687 - 2005
- [c1]Giuliano Taffoni, Davide Maino, Claudio Vuerli, Giuliano Castelli, Riccardo Smareglia, Andrea Zacchei, Torsten A. Ensslin, Fabio Pasian:
Enabling Grid Technologies for Simulating the Planck LFI Simulated Mission. CAMP 2005: 159-164
Informal and Other Publications
- 2024
- [i24]Gordian Edenhofer, Philipp Frank, Jakob Roth, Reimar H. Leike, Massin Guerdi, Lukas I. Scheel-Platz, Matteo Guardiani, Vincent Eberle, Margret Westerkamp, Torsten A. Enßlin:
Re-Envisioning Numerical Information Field Theory (NIFTy.re): A Library for Gaussian Processes and Variational Inference. CoRR abs/2402.16683 (2024) - 2023
- [i23]Torsten A. Enßlin, Carolin Weidinger, Philipp Frank:
Attention to Entropic Communication. CoRR abs/2307.11423 (2023) - 2022
- [i22]Gordian Edenhofer
, Reimar H. Leike, Philipp Frank, Torsten A. Enßlin:
Sparse Kernel Gaussian Processes through Iterative Charted Refinement (ICR). CoRR abs/2206.10634 (2022) - 2021
- [i21]Johannes Zacherl, Philipp Frank, Torsten A. Enßlin:
Probabilistic Autoencoder using Fisher Information. CoRR abs/2110.14947 (2021) - [i20]Torsten A. Enßlin:
Information Field Theory as Artificial Intelligence. CoRR abs/2112.10133 (2021) - 2020
- [i19]Jakob Knollmüller, Torsten A. Enßlin
:
Bayesian Reasoning with Deep-Learned Knowledge. CoRR abs/2001.11031 (2020) - [i18]Philipp Frank
, Torsten A. Enßlin
:
Probabilistic simulation of partial differential equations. CoRR abs/2010.06583 (2020) - 2019
- [i17]Jakob Knollmüller, Torsten A. Enßlin
:
Metric Gaussian Variational Inference. CoRR abs/1901.11033 (2019) - 2018
- [i16]Torsten A. Enßlin
:
Information theory for fields. CoRR abs/1804.03350 (2018) - [i15]Jakob Knollmüller, Torsten A. Enßlin
:
Encoding prior knowledge in the structure of the likelihood. CoRR abs/1812.04403 (2018) - [i14]Maximilian Kurthen, Torsten A. Enßlin
:
Bayesian Causal Inference. CoRR abs/1812.09895 (2018) - 2016
- [i13]Theo Steininger, Maksim Greiner, Frederik Beaujean
, Torsten A. Enßlin
:
D2O - a distributed data object for parallel high-performance computing in Python. CoRR abs/1606.05385 (2016) - [i12]Reimar H. Leike, Torsten A. Enßlin
:
Optimal Belief Approximation. CoRR abs/1610.09018 (2016) - [i11]Torsten A. Enßlin
, Jakob Knollmüller:
Correlated signal inference by free energy exploration. CoRR abs/1612.08406 (2016) - 2014
- [i10]Sebastian Dorn, Torsten A. Enßlin
, Maksim Greiner, Marco Selig, Vanessa Böhm
:
Signal inference with unknown response: calibration uncertainty renormalized estimator. CoRR abs/1410.6289 (2014) - 2013
- [i9]Torsten A. Enßlin
:
Information field theory. CoRR abs/1301.2556 (2013) - [i8]Marco Selig, Michael R. Bell, Henrik Junklewitz, Niels Oppermann, Martin Reinecke, Maksim Greiner, Carlos Pachajoa, Torsten A. Enßlin
:
NIFTY - Numerical Information Field Theory - a versatile Python library for signal inference. CoRR abs/1301.4499 (2013) - [i7]Marco Selig, Torsten A. Enßlin
:
D3PO - Denoising, Deconvolving, and Decomposing Photon Observations. CoRR abs/1311.1888 (2013) - [i6]Torsten A. Enßlin
, Henrik Junklewitz, Lars Winderling, Marco Selig:
Art and theory of self-calibration. CoRR abs/1312.1349 (2013) - 2012
- [i5]Torsten A. Enßlin
:
Information field dynamics for simulation scheme construction. CoRR abs/1206.4229 (2012) - 2010
- [i4]Torsten A. Ensslin
, Mona Frommert:
Reconstruction of signals with unknown spectra in information field theory with parameter uncertainty. CoRR abs/1002.2928 (2010) - [i3]Torsten A. Ensslin
, Cornelius Weig:
Inference with minimal Gibbs free energy in information field theory. CoRR abs/1004.2868 (2010) - [i2]Harry Enke, Matthias Steinmetz, Hans-Martin Adorf, Alexander Beck-Ratzka, Frank Breitling, Thomas Bruesemeister, Arthur Carlson, Torsten A. Ensslin
, Mikael Högqvist, Iliya Nickelt, Thomas Radke, Alexander Reinefeld, Angelika Reiser, Tobias Scholl, Rainer Spurzem
, Juergen Steinacker, Wolfgang Voges, Joachim Wambsganss, Steve White:
AstroGrid-D: Grid Technology for Astronomical Science. CoRR abs/1007.4053 (2010) - 2008
- [i1]Torsten A. Ensslin
, Mona Frommert, Francisco S. Kitaura:
Information field theory for cosmological perturbation reconstruction and non-linear signal analysis. CoRR abs/0806.3474 (2008)
Coauthor Index
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