Dror Baron

120 papers A* 2B 11Misc 11Journal 76Unranked 19
YearRankTypeTitle / Venue / Authors
2026 J jnl
Compressed Qubit Noise Spectroscopy: Piecewise-Linear Modeling and Rademacher Measurements.
CoRR
Kaixin Huang, Demitry Farfurnik, Dror Baron, Yi-Kai Liu
2025 J jnl
Approximate Message Passing for Quantum State Tomography.
CoRR
Noah Siekierski, Kausthubh Chandramouli, Christian Kümmerle, Bojko N. Bakalov, Dror Baron
2025 Misc conf
Implementing Finite Impulse Response Filters on Quantum Computers.
ICASSP
Aishwarya Majumdar, Bojko N. Bakalov, Dror Baron, Yuan Liu
2025 J jnl
Implementing Finite Impulse Response Filters on Quantum Computers.
CoRR
Aishwarya Majumdar, Bojko N. Bakalov, Dror Baron, Yuan Liu
2025 J jnl
Statistical Signal Processing for Quantum Error Mitigation.
CoRR
Kausthubh Chandramouli, Kelly Mae Allen, Christopher Mori, Dror Baron, Mário A. T. Figueiredo
2024 J jnl
Maximum Likelihood Quantum Error Mitigation for Algorithms with a Single Correct Output.
CoRR
Dror Baron, Hrushikesh Pramod Patil, Huiyang Zhou
2024 Misc conf
Qubit-Wise Majority Vote: Maximum Likelihood Quantum Error Mitigation for Algorithms with a Single Correct Output.
QCE
Dror Baron, Hrushikesh Pramod Patil, Huiyang Zhou
2023 A* conf
Gradient Obfuscation Gives a False Sense of Security in Federated Learning.
USENIX Security Symposium
Kai Yue, Richeng Jin, Chau-Wai Wong, Dror Baron, Huaiyu Dai
2023 J jnl
Group Testing With Side Information via Generalized Approximate Message Passing.
IEEE Trans. Signal Process.
Shu-Jie Cao, Ritesh Goenka, Chau-Wai Wong, Ajit Rajwade, Dror Baron
2023 J jnl
Rigorous State Evolution Analysis for Approximate Message Passing With Side Information.
IEEE Trans. Inf. Theory
Hangjin Liu, Cynthia Rush, Dror Baron
2023 — conf
Thermal Estimation for 3D-ICs Through Generative Networks.
3DIC
Priyank Kashyap, Prasanth Prabu Ravichandiran, Lee Wang, Dror Baron, Chau-Wai Wong, Tianfu Wu, Paul D. Franzon
2022 J jnl
Gradient Obfuscation Gives a False Sense of Security in Federated Learning.
CoRR
Kai Yue, Richeng Jin, Chau-Wai Wong, Dror Baron, Huaiyu Dai
2022 J jnl
Group Testing with Side Information via Generalized Approximate Message Passing.
CoRR
Shu-Jie Cao, Ritesh Goenka, Chau-Wai Wong, Ajit Rajwade, Dror Baron
2022 — conf
Mismatched Estimation in the Distance Geometry Problem.
IEEECONF
Mahmoud Abdelkhalek, Dror Baron, Chau-Wai Wong
2022 A* conf
Neural Tangent Kernel Empowered Federated Learning.
ICML
Kai Yue, Richeng Jin, Ryan Pilgrim, Chau-Wai Wong, Dror Baron, Huaiyu Dai
2022 — conf
RxGAN: Modeling High-Speed Receiver through Generative Adversarial Networks.
MLCAD
Priyank Kashyap, Archit Gajjar, Yongjin Choi, Chau-Wai Wong, Dror Baron, Tianfu Wu, Chris Cheng, Paul D. Franzon
2021 Misc conf
Contact Tracing Enhances the Efficiency of Covid-19 Group Testing.
ICASSP
Ritesh Goenka, Shu-Jie Cao, Chau-Wai Wong, Ajit Rajwade, Dror Baron
2021 J jnl
Contact Tracing Information Improves the Performance of Group Testing Algorithms.
CoRR
Ritesh Goenka, Shu-Jie Cao, Chau-Wai Wong, Ajit Rajwade, Dror Baron
2021 B conf
Local Convergence of an AMP Variant to the LASSO Solution in Finite Dimensions.
ISIT
Yanting Ma, Min Kang, Jack W. Silverstein, Dror Baron
2021 J jnl
Neural Tangent Kernel Empowered Federated Learning.
CoRR
Kai Yue, Richeng Jin, Ryan Pilgrim, Chau-Wai Wong, Dror Baron, Huaiyu Dai
2020 J jnl
Local Convergence of an AMP Variant to the LASSO Solution in Finite Dimensions.
CoRR
Yanting Ma, Min Kang, Jack W. Silverstein, Dror Baron
2020 J jnl
Noisy Pooled PCR for Virus Testing.
CoRR
Junan Zhu, Kristina Rivera, Dror Baron
2020 — conf
mmWave Channel Estimation via Approximate Message Passing with Side Information.
SPAWC
Dror Baron, Cynthia Rush, Yavuz Yapici
2020 J jnl
mmWave Channel Estimation via Approximate Message Passing with Side Information.
CoRR
Dror Baron, Cynthia Rush, Yavuz Yapici
2019 B conf
An Analysis of State Evolution for Approximate Message Passing with Side Information.
ISIT
Hangjin Liu, Cynthia Rush, Dror Baron
2019 J jnl
An Analysis of State Evolution for Approximate Message Passing with Side Information.
CoRR
Hangjin Liu, Cynthia Rush, Dror Baron
2019 J jnl
An Approximate Message Passing Framework for Side Information.
IEEE Trans. Signal Process.
Anna Ma, You Joe Zhou, Cynthia Rush, Dror Baron, Deanna Needell
2019 J jnl
Analysis of Approximate Message Passing With Non-Separable Denoisers and Markov Random Field Priors.
IEEE Trans. Inf. Theory
Yanting Ma, Cynthia Rush, Dror Baron
2019 J jnl
Analysis of Approximate Message Passing with Non-Separable Denoisers and Markov Random Field Priors.
CoRR
Yanting Ma, Cynthia Rush, Dror Baron
2019 J jnl
Bayesian Nonlinear Function Estimation with Approximate Message Passing.
CoRR
Hangjin Liu, You Joe Zhou, Ahmad Beirami, Dror Baron
2019 B conf
Channel Estimation in mmWave Hybrid MIMO System via Off-Grid Dirichlet Kernels.
GLOBECOM
Chethan Kumar Anjinappa, You Zhou, Yavuz Yapici, Dror Baron, Ismail Güvenç
2019 — conf
Nonlinear Function Estimation with Empirical Bayes and Approximate Message Passing.
Allerton
Hangjin Liu, You Joe Zhou, Ahmad Beirami, Dror Baron
2018 J jnl
An Approximate Message Passing Framework for Side Information.
CoRR
Anna Ma, You Joe Zhou, Cynthia Rush, Dror Baron, Deanna Needell
2018 J jnl
Performance Limits With Additive Error Metrics in Noisy Multimeasurement Vector Problems.
IEEE Trans. Signal Process.
Junan Zhu, Dror Baron
2018 J jnl
Performance Limits with Additive Error Metrics in Noisy Multi-Measurement Vector Problem.
CoRR
Junan Zhu, Dror Baron
2017 J jnl
An Overview of Multi-Processor Approximate Message Passing.
CoRR
Junan Zhu, Ryan Pilgrim, Dror Baron
2017 Misc conf
An overview of multi-processor approximate message passing.
CISS
Junan Zhu, Ryan Pilgrim, Dror Baron
2017 J jnl
Analysis of Approximate Message Passing with a Class of Non-Separable Denoisers.
CoRR
Yanting Ma, Cynthia Rush, Dror Baron
2017 B conf
Analysis of approximate message passing with a class of non-separable denoisers.
ISIT
Yanting Ma, Cynthia Rush, Dror Baron
2017 Misc conf
Conditional approximate message passing with side information.
ACSSC
Dror Baron, Anna Ma, Deanna Needell, Cynthia Rush, Tina Woolf
2017 J jnl
Generalized Geometric Programming for Rate Allocation in Consensus.
CoRR
Ryan Pilgrim, Junan Zhu, Dror Baron, Waheed U. Bajwa
2017 — conf
Generalized geometric programming for rate allocation in consensus.
Allerton
Ryan Pilgrim, Junan Zhu, Dror Baron, Waheed U. Bajwa
2017 J jnl
Multiprocessor Approximate Message Passing with Column-Wise Partitioning.
CoRR
Yanting Ma, Yue M. Lu, Dror Baron
2017 Misc conf
Multiprocessor approximate message passing with column-wise partitioning.
ICASSP
Yanting Ma, Yue M. Lu, Dror Baron
2017 J jnl
Performance Limits for Noisy Multimeasurement Vector Problems.
IEEE Trans. Signal Process.
Junan Zhu, Dror Baron, Florent Krzakala
2016 J jnl
Approximate Message Passing Algorithm With Universal Denoising and Gaussian Mixture Learning.
IEEE Trans. Signal Process.
Yanting Ma, Junan Zhu, Dror Baron
2016 J jnl
Compressive Hyperspectral Imaging via Approximate Message Passing.
IEEE J. Sel. Top. Signal Process.
Jin Tan, Yanting Ma, Hoover F. Rueda, Dror Baron, Gonzalo R. Arce
2016 J jnl
Multi-Processor Approximate Message Passing Using Lossy Compression.
CoRR
Puxiao Han, Junan Zhu, Ruixin Niu, Dror Baron
2016 J jnl
Multi-Processor Approximate Message Passing with Lossy Compression.
CoRR
Junan Zhu, Dror Baron
2016 Misc conf
Multi-processor approximate message passing using lossy compression.
ICASSP
Puxiao Han, Junan Zhu, Ruixin Niu, Dror Baron
2016 J jnl
Performance Limits for Noisy Multi-Measurement Vector Problems.
CoRR
Junan Zhu, Dror Baron, Florent Krzakala
2016 J jnl
Performance Trade-Offs in Multi-Processor Approximate Message Passing.
CoRR
Junan Zhu, Ahmad Beirami, Dror Baron
2016 B conf
Performance trade-offs in multi-processor approximate message passing.
ISIT
Junan Zhu, Ahmad Beirami, Dror Baron
2015 J jnl
A Universal Parallel Two-Pass MDL Context Tree Compression Algorithm.
IEEE J. Sel. Top. Signal Process.
Nikhil Krishnan, Dror Baron
2015 J jnl
Approximate Message Passing in Coded Aperture Snapshot Spectral Imaging.
CoRR
Jin Tan, Yanting Ma, Hoover F. Rueda, Dror Baron, Gonzalo R. Arce
2015 J jnl
Approximate Message Passing with Universal Denoising.
CoRR
Yanting Ma, Junan Zhu, Dror Baron
2015 — conf
Approximate message passing in coded aperture snapshot spectral imaging.
GlobalSIP
Jin Tan, Yanting Ma, Hoover F. Rueda, Dror Baron, Gonzalo R. Arce
2015 J jnl
Compressive Hyperspectral Imaging via Approximate Message Passing.
CoRR
Jin Tan, Yanting Ma, Hoover F. Rueda, Dror Baron, Gonzalo R. Arce
2015 J jnl
Compressive Imaging via Approximate Message Passing With Image Denoising.
IEEE Trans. Signal Process.
Jin Tan, Yanting Ma, Dror Baron
2015 J jnl
Creating Analytic Online Homework for Digital Signal Processing [sp Education].
IEEE Signal Process. Mag.
H. Joel Trussell, Dror Baron
2015 J jnl
Mismatched Estimation in Large Linear Systems.
CoRR
Yanting Ma, Dror Baron, Ahmad Beirami
2015 B conf
Mismatched estimation in large linear systems.
ISIT
Yanting Ma, Dror Baron, Ahmad Beirami
2015 J jnl
Recovery From Linear Measurements With Complexity-Matching Universal Signal Estimation.
IEEE Trans. Signal Process.
Junan Zhu, Dror Baron, Marco F. Duarte
2014 J jnl
A Parallel Two-Pass MDL Context Tree Algorithm for Universal Source Coding.
CoRR
Nikhil Krishnan, Dror Baron, Mehmet Kivanç Mihçak
2014 J jnl
A Universal Parallel Two-Pass MDL Context Tree Compression Algorithm.
CoRR
Nikhil Krishnan, Dror Baron
2014 B conf
A parallel two-pass MDL context tree algorithm for universal source coding.
ISIT
Nikhil Krishnan, Dror Baron, Mehmet Kivanç Mihçak
2014 — conf
Complexity-adaptive universal signal estimation for compressed sensing.
SSP
Junan Zhu, Dror Baron, Marco F. Duarte
2014 J jnl
Compressed Sensing via Universal Denoising and Approximate Message Passing.
CoRR
Yanting Ma, Junan Zhu, Dror Baron
2014 J jnl
Compressive Imaging via Approximate Message Passing with Image Denoising.
CoRR
Jin Tan, Yanting Ma, Dror Baron
2014 — conf
Compressive imaging via approximate message passing with wavelet-based image denoising.
GlobalSIP
Jin Tan, Yanting Ma, Dror Baron
2014 J jnl
Empirical Bayes and Full Bayes for Signal Estimation.
CoRR
Yanting Ma, Jin Tan, Nikhil Krishnan, Dror Baron
2014 — conf
Performance of parallel two-pass MDL context tree algorithm.
GlobalSIP
Nikhil Krishnan, Dror Baron
2014 J jnl
Signal Estimation With Additive Error Metrics in Compressed Sensing.
IEEE Trans. Inf. Theory
Jin Tan, Danielle Carmon, Dror Baron
2014 Misc conf
Signal estimation with low infinity-norm error by minimizing the mean p-norm error.
CISS
Jin Tan, Dror Baron, Liyi Dai
2014 J jnl
Two-Part Reconstruction With Noisy-Sudocodes.
IEEE Trans. Signal Process.
Yanting Ma, Dror Baron, Deanna Needell
2014 J jnl
Two-Part Reconstruction with Noisy-Sudocodes.
CoRR
Yanting Ma, Dror Baron, Deanna Needell
2014 J jnl
Wiener Filters in Gaussian Mixture Signal Estimation With \(\ell _\infty \) -Norm Error.
IEEE Trans. Inf. Theory
Jin Tan, Dror Baron, Liyi Dai
2014 J jnl
Wiener Filters in Gaussian Mixture Signal Estimation with Infinity-Norm Error.
CoRR
Jin Tan, Dror Baron, Liyi Dai
2013 J jnl
Measurement Bounds for Sparse Signal Ensembles via Graphical Models.
IEEE Trans. Inf. Theory
Marco F. Duarte, Michael B. Wakin, Dror Baron, Shriram Sarvotham, Richard G. Baraniuk
2013 J jnl
Mixture Gaussian Signal Estimation with L_infty Error Metric
CoRR
Jin Tan, Dror Baron, Liyi Dai
2013 J jnl
Performance Regions in Compressed Sensing from Noisy Measurements
CoRR
Junan Zhu, Dror Baron
2013 Misc conf
Performance regions in compressed sensing from noisy measurements.
CISS
Junan Zhu, Dror Baron
2013 J jnl
Signal reconstruction in linear mixing systems with different error metrics
CoRR
Jin Tan, Dror Baron
2013 Misc conf
Signal reconstruction in linear mixing systems with different error metrics.
ITA
Jin Tan, Dror Baron
2013 J jnl
Two-Part Reconstruction in Compressed Sensing.
CoRR
Yanting Ma, Dror Baron, Deanna Needell
2013 — conf
Two-part reconstruction in compressed sensing.
GlobalSIP
Yanting Ma, Dror Baron, Deanna Needell
2012 J jnl
An MCMC Approach to Universal Lossy Compression of Analog Sources.
IEEE Trans. Signal Process.
Dror Baron, Tsachy Weissman
2012 — conf
Optimal estimation with arbitrary error metrics in compressed sensing.
SSP
Jin Tan, Danielle Carmon, Dror Baron
2012 J jnl
Signal Estimation with Arbitrary Error Metrics in Compressed Sensing
CoRR
Jin Tan, Danielle Carmon, Dror Baron
2012 J jnl
Signal Recovery in Compressed Sensing via Universal Priors
CoRR
Dror Baron, Marco F. Duarte
2012 J jnl
Variable Length Compression of Codeword Indices for Lossy Compression.
IEEE Signal Process. Lett.
Dror Baron, Theju Jacob
2011 J jnl
An MCMC Approach to Universal Lossy Compression of Analog Sources
CoRR
Dror Baron, Tsachy Weissman
2011 J jnl
Belief propagation for joint sparse recovery
CoRR
Jongmin Kim, Woohyuk Chang, Bang Chul Jung, Dror Baron, Jong Chul Ye
2011 J jnl
Bounds on the Reconstruction of Sparse Signal Ensembles from Distributed Measurements
CoRR
Marco F. Duarte, Michael B. Wakin, Dror Baron, Shriram Sarvotham, Richard G. Baraniuk
2011 J jnl
Fault Identification Via Nonparametric Belief Propagation.
IEEE Trans. Signal Process.
Danny Bickson, Dror Baron, Alexander Ihler, Harel Avissar, Danny Dolev
2011 J jnl
Information Complexity and Estimation
CoRR
Dror Baron
2011 — conf
Universal MAP estimation in compressed sensing.
Allerton
Dror Baron, Marco F. Duarte
2010 B conf
An MCMC Approach to Lossy Compression of Continuous Sources.
DCC
Dror Baron, Tsachy Weissman
2010 J jnl
Bayesian compressive sensing via belief propagation.
IEEE Trans. Signal Process.
Dror Baron, Shriram Sarvotham, Richard G. Baraniuk
2009 — conf
A single-letter characterization of optimal noisy compressed sensing.
Allerton
Dongning Guo, Dror Baron, Shlomo Shamai
2009 J jnl
Distributed Compressive Sensing
CoRR
Dror Baron, Marco F. Duarte, Michael B. Wakin, Shriram Sarvotham, Richard G. Baraniuk
2009 J jnl
Distributed Fault Identification via Non-parametric Belief Propagation
CoRR
Danny Bickson, Harel Avissar, Danny Dolev, Stephen P. Boyd, Alexander Ihler, Dror Baron
2009 J jnl
Representation and Compression of Multidimensional Piecewise Functions Using Surflets.
IEEE Trans. Inf. Theory
Venkat Chandrasekaran, Michael B. Wakin, Dror Baron, Richard G. Baraniuk
2008 J jnl
Bayesian Compressive Sensing via Belief Propagation
CoRR
Dror Baron, Shriram Sarvotham, Richard G. Baraniuk
2008 — conf
The secrecy of compressed sensing measurements.
Allerton
Yaron Rachlin, Dror Baron
2006 — conf
A new compressive imaging camera architecture using optical-domain compression.
Computational Imaging
Dharmpal Takhar, Jason N. Laska, Michael B. Wakin, Marco F. Duarte, Dror Baron, Shriram Sarvotham, Kevin F. Kelly, Richard G. Baraniuk
2006 B conf
An Architecture for Compressive Imaging.
ICIP
Michael B. Wakin, Jason N. Laska, Marco F. Duarte, Dror Baron, Shriram Sarvotham, Dharmpal Takhar, Kevin F. Kelly, Richard G. Baraniuk
2006 Misc conf
Coding vs. Packet Retransmission over Noisy Channels.
CISS
Dror Baron, Shriram Sarvotham, Richard G. Baraniuk
2006 J jnl
Faster sequential universal coding via block partitioning.
IEEE Trans. Inf. Theory
Dror Baron, Richard G. Baraniuk
2006 — conf
Random Filters for Compressive Sampling and Reconstruction.
ICASSP (3)
Joel A. Tropp, Michael B. Wakin, Marco F. Duarte, Dror Baron, Richard G. Baraniuk
2006 B conf
Sudocodes ߝ Fast Measurement and Reconstruction of Sparse Signals.
ISIT
Shriram Sarvotham, Dror Baron, Richard G. Baraniuk
2006 — conf
Universal distributed sensing via random projections.
IPSN
Marco F. Duarte, Michael B. Wakin, Dror Baron, Richard G. Baraniuk
2005 J jnl
Antisequential Suffix Sorting for BWT-Based Data Compression.
IEEE Trans. Computers
Dror Baron, Yoram Bresler
2005 — conf
Recovery of Jointly Sparse Signals from Few Random Projections.
NIPS
Michael B. Wakin, Marco F. Duarte, Shriram Sarvotham, Dror Baron, Richard G. Baraniuk
2004 J jnl
An O(N) semipredictive universal encoder via the BWT.
IEEE Trans. Inf. Theory
Dror Baron, Yoram Bresler
2004 B conf
Surflets: a sparse representation for multidimensional functions containing smooth discontinuities.
ISIT
Venkat Chandrasekaran, Michael B. Wakin, Dror Baron, Richard G. Baraniuk
2003 — —
Fast Parallel Algorithms for Universal Lossless Source Coding
Dror Baron
2002 J jnl
Coding schemes for multislot messages in multichannel ALOHA with deadlines.
IEEE Trans. Wirel. Commun.
Dror Baron, Yitzhak Birk
2002 J jnl
Multiple Working Points in Multichannel ALOHA with Deadlines.
Wirel. Networks
Dror Baron, Yitzhak Birk
2001 J jnl
On the cost of worst case coding length constraints.
IEEE Trans. Inf. Theory
Dror Baron, Andrew C. Singer