Shuchin Aeron
Orcid: 0000-0002-1049-9795
According to our database1,
Shuchin Aeron
authored at least 117 papers
between 2004 and 2023.
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Bibliography
2023
Nonparametric and Regularized Dynamical Wasserstein Barycenters for Sequential Observations.
IEEE Trans. Signal Process., 2023
Pattern Recognit., 2023
Multivariate Soft Rank via Entropy-Regularized Optimal Transport: Sample Efficiency and Generative Modeling.
J. Mach. Learn. Res., 2023
Estimation of entropy-regularized optimal transport maps between non-compactly supported measures.
CoRR, 2023
On neural and dimensional collapse in supervised and unsupervised contrastive learning with hard negative sampling.
CoRR, 2023
Accuracy versus time frontiers of semi-supervised and self-supervised learning on medical images.
CoRR, 2023
On Rank Energy Statistics via Optimal Transport: Continuity, Convergence, and Change Point Detection.
CoRR, 2023
Barycentric-Alignment and Reconstruction Loss Minimization for Domain Generalization.
IEEE Access, 2023
Proceedings of the Topological, 2023
On The Failure of Invariant Risk Minimization and an Effective fix via Classification Error Control.
Proceedings of the 33rd IEEE International Workshop on Machine Learning for Signal Processing, 2023
Hard Negative Sampling via Regularized Optimal Transport for Contrastive Representation Learning.
Proceedings of the International Joint Conference on Neural Networks, 2023
Proceedings of the 2023 IEEE SENSORS, Vienna, Austria, October 29 - Nov. 1, 2023, 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
2022
Sensors, 2022
Alternating minimization algorithm with initialization analysis for r-local and k-sparse unlabeled sensing.
CoRR, 2022
Non-Parametric and Regularized Dynamical Wasserstein Barycenters for Time-Series Analysis.
CoRR, 2022
Joint Covariate-Alignment and Concept-Alignment: A Framework for Domain Generalization.
Proceedings of the 32nd IEEE International Workshop on Machine Learning for Signal Processing, 2022
Conditional entropy minimization principle for learning domain invariant representation features.
Proceedings of the 26th International Conference on Pattern Recognition, 2022
Trade-off between reconstruction loss and feature alignment for domain generalization.
Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022
Easy Variational Inference for Categorical Models via an Independent Binary Approximation.
Proceedings of the International Conference on Machine Learning, 2022
Proceedings of the International Conference on Machine Learning, 2022
Cognitive Workload Assessment via Eye Gaze and EEG in an Interactive Multi-Modal Driving Task.
Proceedings of the International Conference on Multimodal Interaction, 2022
Proceedings of the IEEE International Conference on Acoustics, 2022
2021
Robust and efficient change point detection using novel multivariate rank-energy GoF test.
CoRR, 2021
Learning generative models for valid knockoffs using novel multivariate-rank based statistics.
CoRR, 2021
Barycenteric distribution alignment and manifold-restricted invertibility for domain generalization.
CoRR, 2021
Soft and subspace robust multivariate rank tests based on entropy regularized optimal transport.
CoRR, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the IEEE Information Theory Workshop, 2021
Proceedings of the IEEE International Symposium on Information Theory, 2021
Proceedings of the IEEE International Conference on Acoustics, 2021
2020
IEEE Trans. Inf. Theory, 2020
On Quantized Analog Compressive Sensing Methods for Efficient Resonator Frequency Estimation.
IEEE Trans. Circuits Syst., 2020
Automatic coding of students' writing via Contrastive Representation Learning in the Wasserstein space.
CoRR, 2020
Proceedings of the IEEE Intelligent Vehicles Symposium, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
2019
Signal Process. Image Commun., 2019
Pattern Recognit. Lett., 2019
On the modes of convergence of Stochastic Optimistic Mirror Descent (OMD) for saddle point problems.
CoRR, 2019
Common Randomized Shortest Paths (C-RSP): A Simple Yet Effective Framework for Multi-view Graph Embedding.
Proceedings of the IEEE International Conference on Acoustics, 2019
2018
Numer. Linear Algebra Appl., 2018
2017
IEEE Trans. Computational Imaging, 2017
IEEE Trans. Computational Imaging, 2017
Pattern Recognit. Lett., 2017
Sample, computation vs storage tradeoffs for classification using tensor subspace models.
CoRR, 2017
Algebraic Multigrid for Least Squares Problems on Graphs with Applications to HodgeRank.
Proceedings of the 2017 IEEE International Parallel and Distributed Processing Symposium Workshops, 2017
Proceedings of the IEEE International Conference on Computer Vision, 2017
2016
IEEE Trans. Mob. Comput., 2016
IEEE Trans. Control. Netw. Syst., 2016
IEEE ACM Trans. Comput. Biol. Bioinform., 2016
CoRR, 2016
Proceedings of the IEEE Statistical Signal Processing Workshop, 2016
Proceedings of the IEEE Statistical Signal Processing Workshop, 2016
Proceedings of the IEEE International Symposium on Information Theory, 2016
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016
A novel tensor algebraic approach for high-dimensional outlier detection under data misalignment.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Tensor completion via adaptive sampling of tensor fibers: Application to efficient indoor RF fingerprinting.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Proceedings of the 12th International Conference on Network and Service Management, 2016
Proceedings of the 54th Annual Allerton Conference on Communication, 2016
Proceedings of the 54th Annual Allerton Conference on Communication, 2016
A note on information-theoretic bounds on matrix completion under union of subspaces model.
Proceedings of the 54th Annual Allerton Conference on Communication, 2016
2015
Joint Multi-Mode Dispersion Extraction in Frequency-Wavenumber and Space-Time Domains.
IEEE Trans. Signal Process., 2015
IEEE Trans. Signal Process., 2015
Exploiting Algebraic and Structural Complexity for Single Snapshot Computed Tomography Hyperspectral Imaging Systems.
IEEE J. Sel. Top. Signal Process., 2015
CoRR, 2015
Proceedings of the 6th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2015
Proceedings of the 53rd Annual Allerton Conference on Communication, 2015
2014
Proceedings of the 6th International Symposium on Communications, 2014
First Order Methods for Robust non-negative matrix factorization for large scale noisy data.
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014
2013
A Compressed Sensing Analog-to-Information Converter With Edge-Triggered SAR ADC Core.
IEEE Trans. Circuits Syst. I Regul. Pap., 2013
Complexity penalized hydraulic fracture localization and moment tensor estimation under limited model information
CoRR, 2013
Novel Factorization Strategies for Higher Order Tensors: Implications for Compression and Recovery of Multi-linear Data.
CoRR, 2013
Experimental results on wideband spectrum sensing using random sampling ADC in 90nm CMOS.
Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013
Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013
Proceedings of the 5th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2013
Proceedings of the 2013 IEEE International Conference on Body Sensor Networks, 2013
Proceedings of the ACM Conference on Bioinformatics, 2013
Proceedings of the 51st Annual Allerton Conference on Communication, 2013
2012
Robust detection of weak acoustic signals in noise using near optimal shrinkage in radon domain.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2012
Robust Hydraulic Fracture Monitoring (HFM) of multiple time overlapping events using a generalized discrete radon transform.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
2011
IEEE Trans. Signal Process., 2011
2010
Proceedings of the IEEE International Conference on Acoustics, 2010
2008
Efficient Sensor Management Policies for Distributed Target Tracking in Multihop Sensor Networks.
IEEE Trans. Signal Process., 2008
CoRR, 2008
Proceedings of the IEEE International Conference on Acoustics, 2008
Proceedings of the 5th IEEE Consumer Communications and Networking Conference, 2008
2007
IEEE Trans. Inf. Theory, 2007
On sensing capacity of sensor networks for the class of linear observation, fixed SNR models
CoRR, 2007
2006
Proceedings of the 40th Annual Conference on Information Sciences and Systems, 2006
Energy Efficient Policies for Distributed Target Tracking in Multihop Sensor Networks.
Proceedings of the 45th IEEE Conference on Decision and Control, 2006
2004
Proceedings of the 2004 IEEE International Symposium on Information Theory, 2004
Proceedings of the 2004 IEEE International Symposium on Information Theory, 2004
Proceedings of the 2004 American Control Conference, 2004