Hans-Andrea Loeliger

Orcid: 0000-0001-7153-7145

Affiliations:
  • ETH Zurich, Department of Information Technology and Electrical Engineering


According to our database1, Hans-Andrea Loeliger authored at least 119 papers between 1990 and 2024.

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

Awards

IEEE Fellow

IEEE Fellow 2004, "For contributions to group codes, iterative decoding and analog implementation of decoders.".

Timeline

Legend:

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Links

Online presence:

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Bibliography

2024
Long-Horizon Direct Model Predictive Control for Power Converters With State Constraints.
IEEE Trans. Control. Syst. Technol., March, 2024

Design and Analysis of the Leapfrog Control-Bounded A/D Converter.
IEEE Trans. Very Large Scale Integr. Syst., January, 2024

2023
The Partial-Inverse Approach to Linearized Polynomials and Gabidulin Codes With Applications to Network Coding.
IEEE Trans. Inf. Theory, June, 2023

Model-Predictive Control with New NUV Priors.
CoRR, 2023

On NUP Priors and Gaussian Message Passing.
Proceedings of the 33rd IEEE International Workshop on Machine Learning for Signal Processing, 2023

2022
Smoothed-NUV Priors for Imaging.
IEEE Trans. Image Process., 2022

Control-Bounded Analog-to-Digital Conversion.
Circuits Syst. Signal Process., 2022

Calibrating Control-Bounded ADCs.
CoRR, 2022

High-level Comparison of Control-Bounded A/D Converters and Continuous- Time Sigma-Delta Modulators.
Proceedings of the IEEE Nordic Circuits and Systems Conference, NorCAS 2022, Oslo, 2022

2021
Half-Space and Box Constraints as NUV Priors: First Results.
CoRR, 2021

Multiuser MIMO Detection With Composite NUV Priors.
Proceedings of the 11th International Symposium on Topics in Coding, 2021

Real-Time Interaural Time Delay Estimation via Onset Detection.
Proceedings of the IEEE International Conference on Acoustics, 2021

Binary Control and Digital-to-Analog Conversion Using Composite NUV Priors and Iterative Gaussian Message Passing.
Proceedings of the IEEE International Conference on Acoustics, 2021

Why Maximum-A-Posteriori Blind Image Deblurring Works After All.
Proceedings of the 29th European Signal Processing Conference, 2021

2020
Quantum Measurement as Marginalization and Nested Quantum Systems.
IEEE Trans. Inf. Theory, 2020

Model-Based Separation, Detection, and Classification of Eye Movements.
IEEE Trans. Biomed. Eng., 2020

Online Memorization of Random Firing Sequences by a Recurrent Neural Network.
Proceedings of the IEEE International Symposium on Information Theory, 2020

Analog-to-Digital Conversion using Self-Averaging Analog Hadamard Networks.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2020

Multi-Image Blind Deblurring Using a Smoothed NUV Prior and Iteratively Reweighted Coordinate Descent.
Proceedings of the IEEE International Conference on Image Processing, 2020

Signal Analysis Using Local Polynomial Approximations.
Proceedings of the 28th European Signal Processing Conference, 2020

2019
Context by Proxy: Identifying Contextual Anomalies Using an Output Proxy.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Decoding Gabidulin Codes via Partial Inverses of Linearized Polynomials.
Proceedings of the IEEE International Symposium on Information Theory, 2019

Exact Discrete-time Realizations of the Gammatone Filter.
Proceedings of the IEEE International Conference on Acoustics, 2019

State Space Models with Dynamical and Sparse Variances, and Inference by EM Message Passing.
Proceedings of the 27th European Signal Processing Conference, 2019

2018
Windowed State-Space Filters for Signal Detection and Separation.
IEEE Trans. Signal Process., 2018

Simultaneous Partial Inverses and Decoding Interleaved Reed-Solomon Codes.
IEEE Trans. Inf. Theory, 2018

Estimation of the Cardiac Field in the Esophagus Using a Multipolar Esophageal Catheter.
IEEE Trans. Biomed. Circuits Syst., 2018

Factor Graphs with NUV Priors and Iteratively Reweighted Descent for Sparse Least Squares and More.
Proceedings of the 10th IEEE International Symposium on Turbo Codes & Iterative Information Processing, 2018

A Multi-Resolution Approach to Complexity Reduction in Tomographic Reconstruction.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Estimation of Neural Inputs and Detection of Saccades and Smooth Pursuit Eye Movements by Sparse Bayesian Learning.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

2017
Factor Graphs for Quantum Probabilities.
IEEE Trans. Inf. Theory, 2017

Color image segmentation using iterative edge cutting, NUV-EM, and Gaussian message passing.
Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017

Autonomous state space models for recursive signal estimation beyond least squares.
Proceedings of the 25th European Signal Processing Conference, 2017

Unsupervised feature extraction, signal labeling, and blind signal separation in a state space world.
Proceedings of the 25th European Signal Processing Conference, 2017

2016
Partial Inverses mod $m(x)$ and Reverse Berlekamp-Massey Decoding.
IEEE Trans. Inf. Theory, 2016

On sparsity by NUV-EM, Gaussian message passing, and Kalman smoothing.
Proceedings of the 2016 Information Theory and Applications Workshop, 2016

Inferring depolarization of cells from 3D-electrode measurements using a bank of linear state space models.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Blind deconvolution of sparse but filtered pulses with linear state space models.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Tomographic reconstruction using a new voxel-domain prior and Gaussian message passing.
Proceedings of the 24th European Signal Processing Conference, 2016

Outlier-insensitive Kalman smoothing and marginal message passing.
Proceedings of the 24th European Signal Processing Conference, 2016

New square-root and diagonalized Kalman smoothers.
Proceedings of the 54th Annual Allerton Conference on Communication, 2016

2015
Control-based analog-to-digital conversion without sampling and quantization.
Proceedings of the 2015 Information Theory and Applications Workshop, 2015

Decoding of interleaved Reed-Solomon codes via simultaneous partial inverses.
Proceedings of the IEEE International Symposium on Information Theory, 2015

Pulse-domain signal parsing and neural computation.
Proceedings of the IEEE International Symposium on Information Theory, 2015

Deconvolution of weakly-sparse signals and dynamical-system identification by Gaussian message passing.
Proceedings of the IEEE International Symposium on Information Theory, 2015

Gesture recognition from magnetic field measurements using a bank of linear state space models and local likelihood filtering.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

A state-space approach for the analysis of wave and diffusion fields.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Efficient blind estimation of subband reverberation time from speech in non-diffuse environments.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Estimation of heart rate and heart rate variability from pulse oximeter recordings using localized model fitting.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Heart Rate Estimation in Photoplethysmogram Signals using Nonlinear Model-Based Preprocessing.
Proceedings of the Computing in Cardiology, 2015

Sparse-input Detection Algorithm with Applications in Electrocardiography and Ballistocardiography.
Proceedings of the BIOSIGNALS 2015, 2015

2014
Estimation of sensor input signals that are neither bandlimited nor sparse.
Proceedings of the 2014 Information Theory and Applications Workshop, 2014

Local statistical models from deterministic state space models, likelihood filtering, and local typicality.
Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014

An algorithm for simultaneous partial inverses.
Proceedings of the 52nd Annual Allerton Conference on Communication, 2014

Self-synchronizing signal parsing with spiking feature-detection filters.
Proceedings of the 52nd Annual Allerton Conference on Communication, 2014

2013
Monte Carlo Algorithms for the Partition Function and Information Rates of Two-Dimensional Channels.
IEEE Trans. Inf. Theory, 2013

Coding Theory (Dagstuhl Seminar 13351).
Dagstuhl Reports, 2013

LMMSE Estimation and Interpolation of Continuous-Time Signals from Discrete-Time Samples Using Factor Graphs
CoRR, 2013

Signal processing with factor graphs: Beamforming and Hilbert transform.
Proceedings of the 2013 Information Theory and Applications Workshop, 2013

Reverse Berlekamp-Massey decoding.
Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013

Partition function of the Ising model via factor graph duality.
Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013

2012
On Polynomial Remainder Codes
CoRR, 2012

Extending monte carlo methods to factor graphs with negative and complex factors.
Proceedings of the 2012 IEEE Information Theory Workshop, 2012

A factor-graph representation of probabilities in quantum mechanics.
Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012

Joint synchronization and demodulation by forward filtering.
Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012

Glue factors, likelihood computation, and filtering in state space models.
Proceedings of the 50th Annual Allerton Conference on Communication, 2012

2011
Analog-to-digital conversion using unstable filters.
Proceedings of the Information Theory and Applications Workshop, 2011

On irreducible polynomial remainder codes.
Proceedings of the 2011 IEEE International Symposium on Information Theory Proceedings, 2011

Multi-sensor estimation and detection of phase-locked sinusoids.
Proceedings of the IEEE International Conference on Acoustics, 2011

Seismic waves estimation and wave field decomposition with factor graphs.
Proceedings of the IEEE International Conference on Acoustics, 2011

A model for quasi-periodic signals with application to rain estimation from microwave link gain.
Proceedings of the 19th European Signal Processing Conference, 2011

Sampling jitter correction using factor graphs.
Proceedings of the 19th European Signal Processing Conference, 2011

2010
Simulation, MMSE estimation, and interpolation of sampled continuous-time signals using factor graphs.
Proceedings of the Information Theory and Applications Workshop, 2010

Multitree decoding and multitree-aided LDPC decoding.
Proceedings of the IEEE International Symposium on Information Theory, 2010

Estimating the information rate of noisy two-dimensional constrained channels.
Proceedings of the IEEE International Symposium on Information Theory, 2010

2009
Expectation Maximization as Message Passing - Part I: Principles and Gaussian Messages
CoRR, 2009

Power-constrained communications using LDLC lattices.
Proceedings of the IEEE International Symposium on Information Theory, 2009

Modelling and filtering almost periodic signals by time-varying Fourier series with application to near-infrared spectroscopy.
Proceedings of the 17th European Signal Processing Conference, 2009

Maximum likelihood range estimation for 3D-imaging based on pseudo-noise optical modulation.
Proceedings of the 17th European Signal Processing Conference, 2009

2008
A Generalization of the Blahut-Arimoto Algorithm to Finite-State Channels.
IEEE Trans. Inf. Theory, 2008

Computation of Information Rates by Particle Methods.
IEEE Trans. Inf. Theory, 2008

Simulation-based estimation of the partition function and the information rate of two-dimensional models.
Proceedings of the 2008 IEEE International Symposium on Information Theory, 2008

2007
On the Static Resolution of Digitally Corrected Analog-to-Digital and Digital-to-Analog Converters With Low-Precision Components.
IEEE Trans. Circuits Syst. I Regul. Pap., 2007

The Factor Graph Approach to Model-Based Signal Processing.
Proc. IEEE, 2007

2006
Synchronization of Pseudorandom Signals by Forward-Only Message Passing With Application to Electronic Circuits.
IEEE Trans. Inf. Theory, 2006

Simulation-Based Computation of Information Rates for Channels With Memory.
IEEE Trans. Inf. Theory, 2006

A general computation rule for lossy summaries/messages with examples from equalization
CoRR, 2006

Particle Methods as Message Passing.
Proceedings of the Proceedings 2006 IEEE International Symposium on Information Theory, 2006

On flash A/D-converters with low-precision comparators.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2006), 2006

Analog Circuits for Symbol-Likelihood Computation.
Proceedings of the 13th IEEE International Conference on Electronics, 2006

Resolution of Superpositions in EMG Signals using Belief Propagation: Results for the Known Constituent Problem.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

2005
Steepest descent as message passing.
Proceedings of the IEEE ITSOC Information Theory Workshop 2005 on Coding and Complexity, 2005

Turbo equalization based on factor graphs.
Proceedings of the 2005 IEEE International Symposium on Information Theory, 2005

Expectation maximization as message passing.
Proceedings of the 2005 IEEE International Symposium on Information Theory, 2005

EMG signal decomposition by loopy belief propagation.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

2004
Guest Editorial: Special Issue on Machine Learning Methods in Signal Processing.
IEEE Trans. Signal Process., 2004

An introduction to factor graphs.
IEEE Signal Process. Mag., 2004

Phase Estimation and Phase Ambiguity Resolution by Message Passing.
Proceedings of the Telecommunications and Networking, 2004

Phase estimation by message passing.
Proceedings of IEEE International Conference on Communications, 2004

AR model parameter estimation: from factor graphs to algorithms.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

2003
Factor graphs and dynamical electrical networks.
Proceedings of the Proceedings 2003 IEEE Information Theory Workshop, 2003

Analog-decoder experiments with subthreshold CMOS soft-gates.
Proceedings of the 2003 International Symposium on Circuits and Systems, 2003

On Factor Graphs and Electrical Networks.
Proceedings of the Mathematical Systems Theory in Biology, 2003

2001
Probability propagation and decoding in analog VLSI.
IEEE Trans. Inf. Theory, 2001

Factor graphs and the sum-product algorithm.
IEEE Trans. Inf. Theory, 2001

Analog decoding and beyond.
Proceedings of the 2001 IEEE Information Theory Workshop, 2001

On mismatch errors in analog-VLSI error correcting decoders.
Proceedings of the 2001 International Symposium on Circuits and Systems, 2001

On the information rate of binary-input channels with memory.
Proceedings of the IEEE International Conference on Communications, 2001

1999
Decoding in analog VLSI.
IEEE Commun. Mag., 1999

An analog VLSI decoding technique for digital codes.
Proceedings of the 1999 International Symposium on Circuits and Systems, ISCAS 1999, Orlando, Florida, USA, May 30, 1999

1997
Averaging bounds for lattices and linear codes.
IEEE Trans. Inf. Theory, 1997

1996
Convolutional codes over groups.
IEEE Trans. Inf. Theory, 1996

1995
Codes and iterative decoding on general graphs.
Eur. Trans. Telecommun., 1995

1994
An upper bound on the volume of discrete spheres.
IEEE Trans. Inf. Theory, 1994

Construction of linear ring codes for 6 PSK.
IEEE Trans. Inf. Theory, 1994

1993
A nonalgorithmic maximum likelihood decoder for trellis codes.
IEEE Trans. Inf. Theory, 1993

1992
On Existence Proofs for Asymptotically Good 15 Euclidean-Space Group Codes.
Proceedings of the Coding And Quantization, 1992

1991
Signal sets matched to groups.
IEEE Trans. Inf. Theory, 1991

1990
A practical reliability metric for block codes used on binary-input channels.
IEEE Trans. Commun., 1990


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