Christoph Studer

According to our database1, Christoph Studer authored at least 127 papers between 2006 and 2018.

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Bibliography

2018
Implicit vs. Explicit Approximate Matrix Inversion for Wideband Massive MU-MIMO Data Detection.
Signal Processing Systems, 2018

PhaseMax: Convex Phase Retrieval via Basis Pursuit.
IEEE Trans. Information Theory, 2018

Non-Uniform Wavelet Sampling for RF Analog-to-Information Conversion.
IEEE Trans. on Circuits and Systems, 2018

VLSI Designs for Joint Channel Estimation and Data Detection in Large SIMO Wireless Systems.
IEEE Trans. on Circuits and Systems, 2018

Channel Charting: Locating Users Within the Radio Environment Using Channel State Information.
IEEE Access, 2018

MmWave channel estimation via atomic norm minimization for multi-user hybrid precoding.
Proceedings of the 2018 IEEE Wireless Communications and Networking Conference, 2018

All-Digital Massive Mimo With a Fronthaul Constraint.
Proceedings of the 2018 IEEE Statistical Signal Processing Workshop, 2018

Poison Frogs! Targeted Clean-Label Poisoning Attacks on Neural Networks.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Visualizing the Loss Landscape of Neural Nets.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

VLSI Design of a 3-bit Constant-Modulus Precoder for Massive MU-MIMO.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

Nonlinear Precoding for Phase-Quantized Constant-Envelope Massive MU-MIMO-OFDM.
Proceedings of the 25th International Conference on Telecommunications, 2018

An Estimation and Analysis Framework for the Rasch Model.
Proceedings of the 35th International Conference on Machine Learning, 2018

Linear Spectral Estimators and an Application to Phase Retrieval.
Proceedings of the 35th International Conference on Machine Learning, 2018

Mse-Optimal 1-Bit Precoding for Multiuser Mimo Via Branch and Bound.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Analog-to-Feature (A2F) Conversion for Audio-Event Classification.
Proceedings of the 26th European Signal Processing Conference, 2018

Linearized binary regression.
Proceedings of the 52nd Annual Conference on Information Sciences and Systems, 2018

PhaseLin: Linear phase retrieval.
Proceedings of the 52nd Annual Conference on Information Sciences and Systems, 2018

2017
Throughput Analysis of Massive MIMO Uplink With Low-Resolution ADCs.
IEEE Trans. Wireless Communications, 2017

Quantized Precoding for Massive MU-MIMO.
IEEE Trans. Communications, 2017

Compressive Video Sensing: Algorithms, architectures, and applications.
IEEE Signal Process. Mag., 2017

BLAh: Boolean Logic Analysis for Graded Student Response Data.
J. Sel. Topics Signal Processing, 2017

Decentralized Baseband Processing for Massive MU-MIMO Systems.
IEEE J. Emerg. Sel. Topics Circuits Syst., 2017

1-bit Massive MU-MIMO Precoding in VLSI.
IEEE J. Emerg. Sel. Topics Circuits Syst., 2017

Training Quantized Nets: A Deeper Understanding.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

On the achievable rates of decentralized equalization in massive MU-MIMO systems.
Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

Optimally-tuned nonparametric linear equalization for massive MU-MIMO systems.
Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

ADMM-based infinity norm detection for large MU-MIMO: Algorithm and VLSI architecture.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2017

FPGA design of low-complexity joint channel estimation and data detection for large SIMO wireless systems.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2017

Convex Phase Retrieval without Lifting via PhaseMax.
Proceedings of the 34th International Conference on Machine Learning, 2017

POKEMON: A non-linear beamforming algorithm for 1-bit massive MIMO.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Massive MU-MIMO-OFDM Downlink with One-Bit DACs and Linear Precoding.
Proceedings of the 2017 IEEE Global Communications Conference, 2017

Adaptive Relaxed ADMM: Convergence Theory and Practical Implementation.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Subset-codebook precoding for 1-bit massive multiuser MIMO.
Proceedings of the 51st Annual Conference on Information Sciences and Systems, 2017

Decentralized equalization for massive MU-MIMO on FPGA.
Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017

VLSI design of a nonparametric equalizer for massive MU-MIMO.
Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017

On out-of-band emissions of quantized precoding in massive MU-MIMO-OFDM.
Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017

PhasePack: A phase retrieval library.
Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017

JAG: A Crowdsourcing Framework for Joint Assessment and Peer Grading.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Quantized Massive MU-MIMO-OFDM Uplink.
IEEE Trans. Communications, 2016

High-Throughput Data Detection for Massive MU-MIMO-OFDM Using Coordinate Descent.
IEEE Trans. on Circuits and Systems, 2016

Guest Editorial Special Issue on the 2016 IEEE International Symposium on Circuits and Systems (ISCAS 2016).
IEEE Trans. on Circuits and Systems, 2016

Data Detection in Large Multi-Antenna Wireless Systems via Approximate Semidefinite Relaxation.
IEEE Trans. on Circuits and Systems, 2016

Optimally Discriminative Choice Sets in Discrete Choice Models: Application to Data-Driven Test Design.
Proceedings of the Third ACM Conference on Learning @ Scale, 2016

Optimally Discriminative Choice Sets in Discrete Choice Models: Application to Data-Driven Test Design.
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

On the performance of mismatched data detection in large MIMO systems.
Proceedings of the IEEE International Symposium on Information Theory, 2016

FPGA design of a coordinate descent data detector for large-scale MU-MIMO.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2016

FPGA design of approximate semidefinite relaxation for data detection in large MIMO wireless systems.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2016

Dealbreaker: A Nonlinear Latent Variable Model for Educational Data.
Proceedings of the 33nd International Conference on Machine Learning, 2016

Decentralized beamforming for massive MU-MIMO on a GPU cluster.
Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016

Calibrated Self-Assessment.
Proceedings of the 9th International Conference on Educational Data Mining, 2016

Biconvex Relaxation for Semidefinite Programming in Computer Vision.
Proceedings of the Computer Vision - ECCV 2016, 2016

Estimating Sparse Signals with Smooth Support via Convex Programming and Block Sparsity.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Optimal ranking of test items using the Rasch model.
Proceedings of the 54th Annual Allerton Conference on Communication, 2016

Decentralized data detection for massive MU-MIMO on a Xeon Phi cluster.
Proceedings of the 50th Asilomar Conference on Signals, Systems and Computers, 2016

Nonlinear 1-bit precoding for massive MU-MIMO with higher-order modulation.
Proceedings of the 50th Asilomar Conference on Signals, Systems and Computers, 2016

2015
Video Compressive Sensing for Spatial Multiplexing Cameras Using Motion-Flow Models.
SIAM J. Imaging Sciences, 2015

Optimality of large MIMO detection via approximate message passing.
Proceedings of the IEEE International Symposium on Information Theory, 2015

VLSI design of large-scale soft-output MIMO detection using conjugate gradients.
Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015

One-bit massive MIMO: Channel estimation and high-order modulations.
Proceedings of the IEEE International Conference on Communication, 2015

Optimal large-MIMO data detection with transmit impairments.
Proceedings of the 53rd Annual Allerton Conference on Communication, 2015

Linear large-scale MIMO data detection for 5G multi-carrier waveform candidates.
Proceedings of the 49th Asilomar Conference on Signals, Systems and Computers, 2015

2014
GPU Acceleration of a Configurable N-Way MIMO Detector for Wireless Systems.
Signal Processing Systems, 2014

Large-Scale MIMO Detection for 3GPP LTE: Algorithms and FPGA Implementations.
J. Sel. Topics Signal Processing, 2014

Sparse factor analysis for learning and content analytics.
Journal of Machine Learning Research, 2014

Time-varying learning and content analytics via sparse factor analysis.
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

A 3.8Gb/s large-scale MIMO detector for 3GPP LTE-Advanced.
Proceedings of the IEEE International Conference on Acoustics, 2014

Matrix recovery from quantized and corrupted measurements.
Proceedings of the IEEE International Conference on Acoustics, 2014

Conjugate gradient-based soft-output detection and precoding in massive MIMO systems.
Proceedings of the IEEE Global Communications Conference, 2014

Iterative detection and decoding in 3GPP LTE-based massive MIMO systems.
Proceedings of the 22nd European Signal Processing Conference, 2014

Compressive sensing spectrum recovery from quantized measurements in 28nm SOI CMOS.
Proceedings of the 22nd European Signal Processing Conference, 2014

Quantized Matrix Completion for Personalized Learning.
Proceedings of the 7th International Conference on Educational Data Mining, 2014

Statistical data correction for unreliable memories.
Proceedings of the 48th Asilomar Conference on Signals, Systems and Computers, 2014

2013
Probabilistic Recovery Guarantees for Sparsely Corrupted Signals.
IEEE Trans. Information Theory, 2013

PAR-Aware Large-Scale Multi-User MIMO-OFDM Downlink.
IEEE Journal on Selected Areas in Communications, 2013

VLSI Design of a Monolithic Compressive-Sensing Wideband Analog-to-Information Converter.
IEEE J. Emerg. Sel. Topics Circuits Syst., 2013

Approximate matrix inversion for high-throughput data detection in the large-scale MIMO uplink.
Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013

Live demonstration: Real-time audio restoration using sparse signal recovery.
Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013

Implementation trade-offs for linear detection in large-scale MIMO systems.
Proceedings of the IEEE International Conference on Acoustics, 2013

Sparse probit factor analysis for learning analytics.
Proceedings of the IEEE International Conference on Acoustics, 2013

Light curtain localization via compressive sensing.
Proceedings of the IEEE International Conference on Acoustics, 2013

Learning phase-invariant dictionaries.
Proceedings of the IEEE International Conference on Acoustics, 2013

Subspace clustering with dense representations.
Proceedings of the IEEE International Conference on Acoustics, 2013

Bayesian pairwise collaboration detection in educational datasets.
Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

Test-size Reduction for Concept Estimation.
Proceedings of the 6th International Conference on Educational Data Mining, 2013

Joint Topic Modeling and Factor Analysis of Textual Information and Graded Response Data.
Proceedings of the 6th International Conference on Educational Data Mining, 2013

Tag-Aware Ordinal Sparse Factor Analysis for Learning and Content Analytics.
Proceedings of the 6th International Conference on Educational Data Mining, 2013

Full-duplex in large-scale wireless systems.
Proceedings of the 2013 Asilomar Conference on Signals, 2013

HSPA;/LTE-A turbo decoder on GPU and multicore CPU.
Proceedings of the 2013 Asilomar Conference on Signals, 2013

2012
Recovery of Sparsely Corrupted Signals.
IEEE Trans. Information Theory, 2012

Implementation Trade-Offs of Soft-Input Soft-Output MAP Decoders for Convolutional Codes.
IEEE Trans. on Circuits and Systems, 2012

VLSI Design of Approximate Message Passing for Signal Restoration and Compressive Sensing.
IEEE J. Emerg. Sel. Topics Circuits Syst., 2012

Coherence-based probabilistic recovery guarantees for sparsely corrupted signals.
Proceedings of the 2012 IEEE Information Theory Workshop, 2012

PAR-aware multi-user precoder for the large-scale MIMO-OFDM downlink.
Proceedings of the 2012 International Symposium on Wireless Communication Systems (ISWCS), 2012

Sparse signal separation in redundant dictionaries.
Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012

CS-MUVI: Video compressive sensing for spatial-multiplexing cameras.
Proceedings of the 2012 IEEE International Conference on Computational Photography, 2012

Dictionary learning from sparsely corrupted or compressed signals.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Coherence-based recovery guarantees for generalized basis-pursuit de-quantizing.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Layered detection and decoding in MIMO wireless systems.
Proceedings of the 2012 Conference on Design and Architectures for Signal and Image Processing, 2012

Sparsity-based real-time audio restoration.
Proceedings of the 2012 Conference on Design and Architectures for Signal and Image Processing, 2012

Signal representations with minimum ℓ∞-norm.
Proceedings of the 50th Annual Allerton Conference on Communication, 2012

Data mapping for unreliable memories.
Proceedings of the 50th Annual Allerton Conference on Communication, 2012

Session MP1a: Compressive sensing (invited).
Proceedings of the Conference Record of the Forty Sixth Asilomar Conference on Signals, 2012

2011
On the Complexity Distribution of Sphere Decoding.
IEEE Trans. Information Theory, 2011

ASIC Implementation of Soft-Input Soft-Output MIMO Detection Using MMSE Parallel Interference Cancellation.
J. Solid-State Circuits, 2011

Design and Implementation of a Parallel Turbo-Decoder ASIC for 3GPP-LTE.
J. Solid-State Circuits, 2011

Sparse signal recovery from sparsely corrupted measurements.
Proceedings of the 2011 IEEE International Symposium on Information Theory Proceedings, 2011

Area, throughput, and energy-efficiency trade-offs in the VLSI implementation of LDPC decoders.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2011), 2011

Recovery guarantees for restoration and separation of approximately sparse signals.
Proceedings of the 49th Annual Allerton Conference on Communication, 2011

Session TA3a: Advances in compressive sensing.
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011

Real-time principal component pursuit.
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011

2010
Soft-input soft-output single tree-search sphere decoding.
IEEE Trans. Information Theory, 2010

MIMO transmission with residual transmit-RF impairments.
Proceedings of the 2010 International ITG Workshop on Smart Antennas, 2010

Area- and throughput-optimized VLSI architecture of sphere decoding.
Proceedings of the 18th IEEE/IFIP VLSI-SoC 2010, 2010

VLSI Implementation of Hard- and Soft-Output Sphere Decoding for Wide-Band MIMO Systems.
Proceedings of the VLSI-SoC: Forward-Looking Trends in IC and Systems Design, 2010

A 390Mb/s 3.57mm2 3GPP-LTE turbo decoder ASIC in 0.13µm CMOS.
Proceedings of the IEEE International Solid-State Circuits Conference, 2010

FPGA-based real-time acoustic camera prototype.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010

Live demonstration: FPGA-based real-time acoustic camera prototype.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010

VLSI implementation of a low-complexity LLL lattice reduction algorithm for MIMO detection.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010

2009
Tail behavior of sphere-decoding complexity in random lattices.
Proceedings of the IEEE International Symposium on Information Theory, 2009

2008
Soft-output sphere decoding: algorithms and VLSI implementation.
IEEE Journal on Selected Areas in Communications, 2008

Soft-input soft-output sphere decoding.
Proceedings of the 2008 IEEE International Symposium on Information Theory, 2008

VLSI architecture for data-reduced steering matrix feedback in MIMO systems.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2008), 2008

Hardware-efficient steering matrix computation architecture for MIMO communication systems.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2008), 2008

Gram-Schmidt-based QR decomposition for MIMO detection: VLSI implementation and comparison.
Proceedings of the IEEE Asia Pacific Conference on Circuits and Systems, 2008

2007
Implementation of a Low-Complexity Frame-Start Detection Algorithm for MIMO Systems.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2007), 2007

Reduced-complexity mimo detector with close-to ml error rate performance.
Proceedings of the 17th ACM Great Lakes Symposium on VLSI 2007, 2007

2006
Advanced receiver algorithms for MIMO wireless communications.
Proceedings of the Conference on Design, Automation and Test in Europe, 2006


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