Shuchin Aeron

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All published works

Action	Title	Year	Authors
+ PDF Chat	Synthesis and Analysis of Data as Probability Measures with Entropy-Regularized Optimal Transport	2025	Brendan Mallery James M. Murphy Shuchin Aeron
+ PDF Chat	Linearized Wasserstein Barycenters: Synthesis, Analysis, Representational Capacity, and Applications	2024	Matthew Werenski Brendan Mallery Shuchin Aeron James M. Murphy
+ PDF Chat	Towards Universal Unfolding of Detector Effects in High-Energy Physics using Denoising Diffusion Probabilistic Models	2024	Camila Pazos Shuchin Aeron P. H. Beauchemin V. Croft M. Klassen T. Wongjirad
+ PDF Chat	Score-based diffusion models for generating liquid argon time projection chamber images	2024	Z. Imani T. Wongjirad Shuchin Aeron
+ PDF Chat	On Rank Energy Statistics via Optimal Transport: Continuity, Convergence, and Change Point Detection	2024	Matthew Werenski Shoaib Bin Masud James M. Murphy Shuchin Aeron
+ PDF Chat	Hard Negative Sampling via Regularized Optimal Transport for Contrastive Representation Learning	2023	Ruijie Jiang Prakash Ishwar Shuchin Aeron
+	A Principled Approach to Model Validation in Domain Generalization	2023	Boyang Lyu Thuan Nguyen Matthias Scheutz Prakash Ishwar Shuchin Aeron
+	On Rank Energy Statistics via Optimal Transport: Continuity, Convergence, and Change Point Detection	2023	Matthew Werenski Shoaib Bin Masud James M. Murphy Shuchin Aeron
+	A principled approach to model validation in domain generalization	2023	Boyang Lyu Thuan Nguyen Matthias Scheutz Prakash Ishwar Shuchin Aeron
+ PDF Chat	Barycentric-Alignment and Reconstruction Loss Minimization for Domain Generalization	2023	Boyang Lyu Thuan Nguyen Prakash Ishwar Matthias Scheutz Shuchin Aeron
+	Systematic comparison of semi-supervised and self-supervised learning for medical image classification	2023	Zhe Huang Ruijie Jiang Shuchin Aeron Michael C. Hughes
+	Score-based Diffusion Models for Generating Liquid Argon Time Projection Chamber Images	2023	Zeviel Imani Shuchin Aeron T. Wongjirad
+ PDF Chat	Nonparametric and Regularized Dynamical Wasserstein Barycenters for Sequential Observations	2023	Kevin C. Cheng Eric L. Miller Michael C. Hughes Shuchin Aeron
+	On neural and dimensional collapse in supervised and unsupervised contrastive learning with hard negative sampling	2023	Ruijie Jiang Thuan Nguyen Shuchin Aeron Prakash Ishwar
+	Estimation of entropy-regularized optimal transport maps between non-compactly supported measures	2023	Matthew Werenski James M. Murphy Shuchin Aeron
+ PDF Chat	Trade-off between reconstruction loss and feature alignment for domain generalization	2022	Thuan Nguyen Boyang Lyu Prakash Ishwar Matthias Scheutz Shuchin Aeron
+ PDF Chat	Joint Covariate-Alignment and Concept-Alignment: A Framework for Domain Generalization	2022	Thuan Nguyen Boyang Lyu Prakash Ishwar Matthias Scheutz Shuchin Aeron
+ PDF Chat	Conditional entropy minimization principle for learning domain invariant representation features	2022	Thuan Nguyen Boyang Lyu Prakash Ishwar Matthias Scheutz Shuchin Aeron
+ PDF Chat	r-Local Unlabeled Sensing: Improved Algorithm and Applications	2022	Ahmed Ali Abbasi Abiy Tasissa Shuchin Aeron
+	Conditional entropy minimization principle for learning domain invariant representation features	2022	Thuan Nguyen Boyang Lyu Prakash Ishwar Matthias Scheutz Shuchin Aeron
+	Measure Estimation in the Barycentric Coding Model	2022	Matthew Werenski Ruijie Jiang Abiy Tasissa Shuchin Aeron James M. Murphy
+	Towards Designing and Exploiting Generative Networks for Neutrino Physics Experiments using Liquid Argon Time Projection Chambers	2022	Paul Lutkus T. Wongjirad Shuchin Aeron
+	Easy Variational Inference for Categorical Models via an Independent Binary Approximation	2022	Michael Wojnowicz Shuchin Aeron Eric L. Miller Michael C. Hughes
+	Sampling and Recovery of Signals with Spectral Sparsity	2022	Sameer Sonkusale Maryam Shojaei Baghini Shuchin Aeron
+	Joint covariate-alignment and concept-alignment: a framework for domain generalization	2022	Thuan Nguyen Boyang Lyu Prakash Ishwar Matthias Scheutz Shuchin Aeron
+	Supervised Contrastive Learning with Hard Negative Samples	2022	Ruijie Jiang Thuan Nguyen Prakash Ishwar Shuchin Aeron
+	Nonparametric and Regularized Dynamical Wasserstein Barycenters for Sequential Observations	2022	Kevin C. Cheng Shuchin Aeron Michael C. Hughes Eric L. Miller
+	Geometric Sparse Coding in Wasserstein Space	2022	Marshall Mueller Shuchin Aeron James M. Murphy Abiy Tasissa
+	Trade-off between reconstruction loss and feature alignment for domain generalization	2022	Thuan Nguyen Boyang Lyu Prakash Ishwar Matthias Scheutz Shuchin Aeron
+	Alternating minimization algorithm with initialization analysis for r-local and k-sparse unlabeled sensing	2022	Ahmed Abbasi Abiy Tasissa Shuchin Aeron
+	Dynamical Wasserstein Barycenters for Time-series Modeling	2021	Kevin C. Cheng Shuchin Aeron Michael C. Hughes Eric L. Miller
+ PDF Chat	Hard Negative Sampling via Regularized Optimal Transport for Contrastive Representation Learning	2021	Ruijie Jiang Prakash Ishwar Shuchin Aeron
+	Learning generative models for valid knockoffs using novel multivariate-rank based statistics.	2021	Shoaib Bin Masud Shuchin Aeron
+	Robust and efficient change point detection using novel multivariate rank-energy GoF test.	2021	Shoaib Bin Masud Shuchin Aeron
+	Barycentric-alignment and invertibility for domain generalization.	2021	Boyang Lyu Thuan Nguyen Prakash Ishwar Matthias Scheutz Shuchin Aeron
+	r-local sensing: Improved algorithm and applications	2021	Ahmed Ali Abbasi Abiy Tasissa Shuchin Aeron
+	Dynamical Wasserstein Barycenters for Time-series Modeling	2021	Kevin C. Cheng Shuchin Aeron Michael C. Hughes Eric L. Miller
+	Barycenteric distribution alignment and manifold-restricted invertibility for domain generalization.	2021	Boyang Lyu Thuan Nguyen Prakash Ishwar Matthias Scheutz Shuchin Aeron
+ PDF Chat	Robust Machine Learning via Privacy/ Rate-Distortion Theory	2021	Ye Wang Shuchin Aeron Adnan Siraj Rakin Toshiaki Koike‐Akino Pierre Moulin
+	Easy Variational Inference for Categorical Observations via a New View of Diagonal Orthant Probit Models	2021	Michael Wojnowicz Shuchin Aeron E. Willard Miller Michael C. Hughes
+ PDF Chat	Multiview Sensing with Unknown Permutations: an Optimal Transport Approach	2021	Yanting Ma Petros T. Boufounos Hassan Mansour Shuchin Aeron
+ PDF Chat	Towards Designing and Exploiting Generative Networks for Neutrino Physics Experiments using Liquid Argon Time Projection Chambers	2021	T. Wongjirad Shuchin Aeron Paul Lutkus
+ PDF Chat	On non-parametric density estimation on linear and non-linear manifolds using generalized Radon transforms	2021	James W. Webber Erika Hussey Eric L. Miller Shuchin Aeron
+ PDF Chat	Domain adaptation for robust workload level alignment between sessions and subjects using fNIRS	2021	Boyang Lyu Thao Pham Giles Blaney Zachary Haga Angelo Sassaroli Sergio Fantini Shuchin Aeron
+	Multiview Sensing With Unknown Permutations: An Optimal Transport Approach	2021	Yanting Ma Petros T. Boufounos Hassan Mansour Shuchin Aeron
+	Soft and subspace robust multivariate rank tests based on entropy regularized optimal transport	2021	Shoaib Bin Masud Boyang Lyu Shuchin Aeron
+ PDF Chat	R-Local Unlabeled Sensing: A Novel Graph Matching Approach for Multiview Unlabeled Sensing Under Local Permutations	2021	Ahmed Ali Abbasi Abiy Tasissa Shuchin Aeron
+	Interpretable contrastive word mover's embedding	2021	Ruijie Jiang Julia Gouvea Eric L. Miller David Hammer Shuchin Aeron
+	Hard Negative Sampling via Regularized Optimal Transport for Contrastive Representation Learning	2021	Ruijie Jiang Prakash Ishwar Shuchin Aeron
+	Multivariate rank via entropic optimal transport: sample efficiency and generative modeling	2021	Shoaib Bin Masud Matthew Werenski James M. Murphy Shuchin Aeron
+	Robust and efficient change point detection using novel multivariate rank-energy GoF test	2021	Shoaib Bin Masud Shuchin Aeron
+	Dynamical Wasserstein Barycenters for Time-series Modeling	2021	Kevin C. Cheng Shuchin Aeron Michael C. Hughes Eric L. Miller
+	Barycentric-alignment and reconstruction loss minimization for domain generalization	2021	Boyang Lyu Thuan Nguyen Prakash Ishwar Matthias Scheutz Shuchin Aeron
+ PDF Chat	Optimization-based incentivization and control scheme for autonomous traffic	2020	Uroš Kalabić Piyush Grover Shuchin Aeron
+	Representation Learning via Adversarially-Contrastive Optimal Transport	2020	Anoop Cherian Shuchin Aeron
+	Domain Adaptation for Robust Workload Classification using fNIRS.	2020	Boyang Lyu Thao Pham Giles Blaney Zachary Haga Sergio Fantini Shuchin Aeron
+	Optimization-based incentivization and control scheme for autonomous traffic	2020	Uroš Kalabić Piyush Grover Shuchin Aeron
+	On Matched Filtering for Statistical Change Point Detection	2020	Kevin C. Cheng Eric L. Miller Michael C. Hughes Shuchin Aeron
+ PDF Chat	Optimal Transport Based Change Point Detection and Time Series Segment Clustering	2020	Kevin C. Cheng Shuchin Aeron Michael C. Hughes Erika K. Hussey Eric L. Miller
+	Robust Machine Learning via Privacy/Rate-Distortion Theory	2020	Ye Wang Shuchin Aeron Adnan Siraj Rakin Toshiaki Koike‐Akino Pierre Moulin
+ PDF Chat	On Matched Filtering for Statistical Change Point Detection	2020	Kevin C. Cheng Eric L. Miller Michael C. Hughes Shuchin Aeron
+	Automatic coding of students' writing via Contrastive Representation Learning in the Wasserstein space	2020	Ruijie Jiang Julia Gouvea David Hammer Eric L. Miller Shuchin Aeron
+	Representation Learning via Adversarially-Contrastive Optimal Transport	2020	Anoop Cherian Shuchin Aeron
+	Optimization-based incentivization and control scheme for autonomous traffic	2020	Uroš Kalabić Piyush Grover Shuchin Aeron
+	On Matched Filtering for Statistical Change Point Detection	2020	Kevin C. Cheng Eric L. Miller Michael C. Hughes Shuchin Aeron
+ PDF Chat	Low-Tubal-Rank Tensor Completion Using Alternating Minimization	2019	Xiao-Yang Liu Shuchin Aeron Vaneet Aggarwal Xiaodong Wang
+	Unlabeled Sensing With Local Permutations	2019	Ahmed Ali Abbasi Shoaib Bin Masud Boyang Lyu Shuchin Aeron
+	Optimal Transport Based Change Point Detection and Time Series Segment Clustering	2019	Kevin C. Cheng Shuchin Aeron Michael C. Hughes Erika K. Hussey Eric L. Miller
+ PDF Chat	Optimal Transport Based Change Point Detection and Time Series Segment Clustering	2019	Kevin C. Cheng Shuchin Aeron Michael C. Hughes Erika K. Hussey Eric L. Miller
+	Editorial to The Special Issue on Tensor Image Processing	2019	Yipeng Liu Yuning Yang Qibin Zhao Shuchin Aeron
+ PDF Chat	Principal component analysis with tensor train subspace	2019	Wenqi Wang Vaneet Aggarwal Shuchin Aeron
+	On the modes of convergence of Stochastic Optimistic Mirror Descent (OMD) for saddle point problems	2019	Yanting Ma Shuchin Aeron Hassan Mansour
+	Optimal Transport Based Change Point Detection and Time Series Segment Clustering	2019	Kevin C. Cheng Shuchin Aeron Michael C. Hughes Erika K. Hussey Eric L. Miller
+	On non-parametric density estimation on linear and non-linear manifolds using generalized Radon transforms	2019	James T. Webber Erika K. Hussey Eric L. Miller Shuchin Aeron
+ PDF Chat	A randomized tensor singular value decomposition based on the t‐product	2018	Jiani Zhang Arvind K. Saibaba Misha E. Kilmer Shuchin Aeron
+	Tensor Train Neighborhood Preserving Embedding	2018	Wenqi Wang Vaneet Aggarwal Shuchin Aeron
+	LEARNING SEMANTIC WORD RESPRESENTATIONS VIA TENSOR FACTORIZATION	2018	Eric Bailey Charles F. Meyer Shuchin Aeron
+	Principal Component Analysis with Tensor Train Subspace	2018	Wenqi Wang Vaneet Aggarwal Shuchin Aeron
+	Multi-View Graph Embedding Using Randomized Shortest Paths	2018	Anuththari Gamage Brian Rappaport Shuchin Aeron Xiaozhe Hu
+ PDF Chat	Unsupervised clustering under the Union of Polyhedral Cones (UOPC) model	2017	Wenqi Wang Vaneet Aggarwal Shuchin Aeron
+ PDF Chat	Efficient Low Rank Tensor Ring Completion	2017	Wenqi Wang Vaneet Aggarwal Shuchin Aeron
+	Word Embeddings via Tensor Factorization.	2017	Eric Bailey Shuchin Aeron
+	Sample, computation vs storage tradeoffs for classification using tensor subspace models	2017	Mohammadhossein Chaghazardi Shuchin Aeron
+	Efficient Low Rank Tensor Ring Completion	2017	Wenqi Wang Vaneet Aggarwal Shuchin Aeron
+	Faster Clustering via Non-Backtracking Random Walks	2017	Brian Rappaport Anuththari Gamage Shuchin Aeron
+	Word Embeddings via Tensor Factorization	2017	Eric Bailey Shuchin Aeron
+	Exact Tensor Completion Using t-SVD	2016	Zemin Zhang Shuchin Aeron
+	Inferring Smartphone Service Quality using Tensor Methods	2016	Vaneet Aggarwal Ajay Mahimkar Hongyao Ma Zemin Zhang Shuchin Aeron Walter Willinger
+	Inferring smartphone service quality using tensor methods	2016	Vaneet Aggarwal Ajay Mahimkar Hongyao Ma Zemin Zhang Shuchin Aeron Walter Willinger
+	Algorithms for item categorization based on ordinal ranking data	2016	Josh Girson Shuchin Aeron
+	On unsupervised clustering under the union of tensor subspaces	2016	Mohammadhossein Chaghazardi Shuchin Aeron
+ PDF Chat	Algorithms for item categorization based on ordinal ranking data	2016	Josh Girson Shuchin Aeron
+ PDF Chat	A note on information-theoretic bounds on matrix completion under union of subspaces model	2016	Vaneet Aggarwal Shuchin Aeron
+	Sampling and recovery of MRI data using low rank tensor models	2016	Daniel Banco Shuchin Aeron W. Scott Hoge
+	Denoising and completion of 3D data via multidimensional dictionary learning	2016	Zemin Zhang Shuchin Aeron
+ PDF Chat	On deterministic conditions for subspace clustering under missing data	2016	Wenqi Wang Shuchin Aeron Vaneet Aggarwal
+ PDF Chat	Multilinear subspace clustering	2016	Eric Kernfeld Nathan Majumder Shuchin Aeron Misha E. Kilmer
+ PDF Chat	Low-tubal-rank tensor completion using alternating minimization	2016	Xiao-Yang Liu Shuchin Aeron Vaneet Aggarwal Xiaodong Wang
+	An online tensor robust PCA algorithm for sequential 2D data	2016	Zemin Zhang Dehong Liu Shuchin Aeron Anthony Vetro
+	Tensor Completion by Alternating Minimization under the Tensor Train (TT) Model	2016	Wenqi Wang Vaneet Aggarwal Shuchin Aeron
+	A Randomized Tensor Singular Value Decomposition based on the t-product	2016	Jiani Zhang Arvind K. Saibaba Misha E. Kilmer Shuchin Aeron
+	Unsupervised clustering under the Union of Polyhedral Cones (UOPC) model	2016	Wenqi Wang Vaneet Aggarwal Shuchin Aeron
+	Algorithms for item categorization based on ordinal ranking data	2016	Josh Girson Shuchin Aeron
+	On Deterministic Conditions for Subspace Clustering under Missing Data	2016	Wenqi Wang Shuchin Aeron Vaneet Aggarwal
+	Multilinear Subspace Clustering	2015	Eric Kernfeld Nathan Majumder Shuchin Aeron Misha E. Kilmer
+ PDF Chat	Adaptive Sampling of RF Fingerprints for Fine-Grained Indoor Localization	2015	Xiaoyang Liu Shuchin Aeron Vaneet Aggarwal Xiaodong Wang Min‐You Wu
+	Tensor completion via optimization on the product of matrix manifolds	2015	Josh Girson Shuchin Aeron
+	Group-Invariant Subspace Clustering	2015	Shuchin Aeron Eric Kernfeld
+ PDF Chat	Group-invariant Subspace Clustering	2015	Shuchin Aeron Eric Kernfeld
+	Tensor–tensor products with invertible linear transforms	2015	Eric Kernfeld Misha E. Kilmer Shuchin Aeron
+	Fine-grained Indoor Localization with Adaptively Sampled RF Fingerprints.	2015	Xiaoyang Liu Shuchin Aeron Vaneet Aggarwal Xiaodong Wang Min‐You Wu
+	An algorithm for online tensor prediction	2015	John Pothier Josh Girson Shuchin Aeron
+ PDF Chat	5D seismic data completion and denoising using a novel class of tensor decompositions	2015	Gregory Ely Shuchin Aeron Ning Hao Misha E. Kilmer
+	Exact tensor completion using t-SVD	2015	Zemin Zhang Shuchin Aeron
+	Denoising and Completion of 3D Data via Multidimensional Dictionary Learning	2015	Zemin Zhang Shuchin Aeron
+	An algorithm for online tensor prediction	2015	John Pothier Josh Girson Shuchin Aeron
+	Multilinear Subspace Clustering	2015	Eric Kernfeld Nathan Majumder Shuchin Aeron Misha E. Kilmer
+	Group-Invariant Subspace Clustering	2015	Shuchin Aeron Eric Kernfeld
+	Clustering multi-way data: a novel algebraic approach	2014	Eric Kernfeld Shuchin Aeron Misha E. Kilmer
+ PDF Chat	Novel Methods for Multilinear Data Completion and De-noising Based on Tensor-SVD	2014	Zemin Zhang Gregory Ely Shuchin Aeron Ning Hao Misha E. Kilmer
+ PDF Chat	First Order Methods for Robust non-negative matrix factorization for large scale noisy data	2014	Jason Gejie Liu Shuchin Aeron
+	First Order Methods for Robust Non-negative Matrix Factorization for Large Scale Noisy Data	2014	Jason Gejie Liu Shuchin Aeron
+	Robust Large Scale Non-negative Matrix Factorization using Proximal Point Algorithm	2014	Jason Gejie Liu Shuchin Aeron
+	Novel methods for multilinear data completion and de-noising based on tensor-SVD	2014	Zemin Zhang Gregory Ely Shuchin Aeron Ning Hao Misha E. Kilmer
+	First Order Methods for Robust Non-negative Matrix Factorization for Large Scale Noisy Data	2014	Jason Gejie Liu Shuchin Aeron
+	Clustering multi-way data: a novel algebraic approach	2014	Eric Kernfeld Shuchin Aeron Misha E. Kilmer
+	Robust Large Scale Non-negative Matrix Factorization using Proximal Point Algorithm	2014	Jason Gejie Liu Shuchin Aeron
+ PDF Chat	Methods for large scale hydraulic fracture monitoring	2013	Gregory Ely Shuchin Aeron
+ PDF Chat	Robust large-scale non-negative matrix factorization using Proximal Point algorithm	2013	Jason Gejie Liu Shuchin Aeron
+	Methods for Large Scale Hydraulic Fracture Monitoring	2013	Gregory Ely Shuchin Aeron
+	Edit paper Methods for Large Scale Hydraulic Fracture Monitoring	2013	Gregory Ely Shuchin Aeron
+	5D and 4D pre-stack seismic data completion using tensor nuclear norm (TNN)	2013	Gregory Ely Shuchin Aeron Ning Hao Misha E. Kilmer
+	Exploiting Structural Complexity for Robust and Rapid Hyperspectral Imaging	2013	Gregory Ely Shuchin Aeron Eric L. Miller
+ PDF Chat	Complexity penalized hydraulic fracture localization and moment tensor estimation under limited model information	2013	Gregory Ely Shuchin Aeron
+ PDF Chat	Exploiting structural complexity for robust and rapid hyperspectral imaging	2013	Gregory Ely Shuchin Aeron Eric L. Miller
+	Consensus in the presence of interference	2013	Shuchin Aeron Usman A. Khan
+	Novel Factorization Strategies for Higher Order Tensors: Implications for Compression and Recovery of Multi-linear Data	2013	Zemin Zhang Gregory Ely Shuchin Aeron Ning Hao Misha E. Kilmer
+	Joint multi-mode dispersion extraction in Fourier and space time domains	2013	Sandip Bose Shuchin Aeron Henri‐Pierre Valero
+ PDF Chat	Complexity penalized hydraulic fracture localization and moment tensor estimation under limited model information	2013	Gregory Ely Shuchin Aeron
+	Methods for Large Scale Hydraulic Fracture Monitoring	2013	Gregory Ely Shuchin Aeron
+	Exploiting Structural Complexity for Robust and Rapid Hyperspectral Imaging	2013	Gregory Ely Shuchin Aeron Eric L. Miller
+ PDF Chat	Robust Hydraulic Fracture Monitoring (HFM) of multiple time overlapping events using a generalized discrete radon transform	2012	Gregory Ely Shuchin Aeron
+ PDF Chat	Information Theoretic Bounds for Compressed Sensing	2010	Shuchin Aeron Venkatesh Saligrama Manqi Zhao
+	Fundamental Limits on Sensing Capacity for Sensor Networks and Compressed Sensing	2008	Shuchin Aeron Manqi Zhao Venkatesh Saligrama
+	Information theoretic bounds to performance of Compressed Sensing and Sensor Networks	2008	Shuchin Aeron Manqi Zhao Venkatesh Saligrama
+	Wireless Ad Hoc Networks: Strategies and Scaling Laws for the Fixed SNR Regime	2007	Shuchin Aeron Venkatesh Saligrama
+	On sensing capacity of sensor networks for the class of linear observation, fixed SNR models	2007	Shuchin Aeron Manqi Zhao Venkatesh Saligrama

Common Coauthors

Coauthor	Papers Together
Eric L. Miller	20
Prakash Ishwar	17
Vaneet Aggarwal	17
Boyang Lyu	16
Gregory Ely	15
Michael C. Hughes	15
Misha E. Kilmer	13
Matthias Scheutz	12
Kevin C. Cheng	12
Ruijie Jiang	9
Eric Kernfeld	9
Shoaib Bin Masud	8
Thuan Nguyen	8
Abiy Tasissa	6
Jason Gejie Liu	6
Josh Girson	6
Thuan Nguyen	6
Wenqi Wang	6
Matthew Werenski	6
T. Wongjirad	5
Erika K. Hussey	5
James M. Murphy	5
Venkatesh Saligrama	5
Ning Hao	5
Ahmed Ali Abbasi	4
Zemin Zhang	4
Xiaodong Wang	4
Manqi Zhao	4
Wenqi Wang	3
Hassan Mansour	3
Piyush Grover	3
Yanting Ma	3
James M. Murphy	3
Nathan Majumder	3
Zemin Zhang	3
Uroš Kalabić	3
Zemin Zhang	3
Julia Gouvea	2
Zachary Haga	2
Paul Lutkus	2
Anuththari Gamage	2
Jiani Zhang	2
Toshiaki Koike‐Akino	2
Anoop Cherian	2
Adnan Siraj Rakin	2
Petros T. Boufounos	2
Hongyao Ma	2
Eric Bailey	2
Pierre Moulin	2
John Pothier	2

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Tensor Decompositions and Applications	2009	Tamara G. Kolda Brett W. Bader	23
+	Third-Order Tensors as Operators on Matrices: A Theoretical and Computational Framework with Applications in Imaging	2013	Misha E. Kilmer Karen Braman Ning Hao Randy C. Hoover	22
+	Factorization strategies for third-order tensors	2010	Misha E. Kilmer Carla D. Martin	17
+	Third-Order Tensors as Linear Operators on a Space of Matrices	2010	Karen Braman	14
+ PDF Chat	Novel Methods for Multilinear Data Completion and De-noising Based on Tensor-SVD	2014	Zemin Zhang Gregory Ely Shuchin Aeron Ning Hao Misha E. Kilmer	14
+	Tensor-Train Decomposition	2011	Ivan Oseledets	11
+	An Order-$p$ Tensor Factorization with Applications in Imaging	2013	Carla D. Martin Richard Shafer Betsy LaRue	11
+ PDF Chat	A Multilinear Singular Value Decomposition	2000	Lieven De Lathauwer Bart De Moor Joos Vandewalle	11
+ PDF Chat	Sparse Subspace Clustering: Algorithm, Theory, and Applications	2013	Ehsan Elhamifar René Vidal	10
+ PDF Chat	Computational Optimal Transport	2019	Gabriel Peyré Marco Cuturi	10
+ PDF Chat	A Singular Value Thresholding Algorithm for Matrix Completion	2010	Jian‐Feng Cai Emmanuel J. Candès Zuowei Shen	9
+	5D and 4D pre-stack seismic data completion using tensor nuclear norm (TNN)	2013	Gregory Ely Shuchin Aeron Ning Hao Misha E. Kilmer	8
+	Computational Optimal Transport: With Applications to Data Science	2019	Gabriel Peyré Marco Cuturi	8
+	Optimal Transport for Applied Mathematicians : Calculus of Variations, PDEs, and Modeling	2015	Filippo Santambrogio	8
+ PDF Chat	Tensor Decompositions for Signal Processing Applications: From two-way to multiway component analysis	2015	Andrzej Cichocki Danilo P. Mandic Lieven De Lathauwer Guoxu Zhou Qibin Zhao César F. Caiafa Anh Huy Phan	7
+	Optimal Transport for Applied Mathematicians	2015	Filippo Santambrogio	7
+ PDF Chat	The power and Arnoldi methods in an algebra of circulants	2012	David F. Gleich Chen Greif J. M. Varah	7
+ PDF Chat	Low-rank matrix completion using alternating minimization	2013	Prateek Jain Praneeth Netrapalli Sujay Sanghavi	7
+ PDF Chat	Near-Optimal Signal Recovery From Random Projections: Universal Encoding Strategies?	2006	Emmanuel J. Candès Terence Tao	6
+ PDF Chat	Robust Subspace Clustering via Thresholding	2015	Reinhard Heckel Helmut Bölcskei	6
+	Clustering multi-way data: a novel algebraic approach	2014	Eric Kernfeld Shuchin Aeron Misha E. Kilmer	6
+	Provable Tensor Factorization with Missing Data	2014	Prateek Jain Sewoong Oh	6
+	Characterization of the subdifferential of some matrix norms	1992	G. A. Watson	6
+ PDF Chat	Joint segmentation of multivariate time series with hidden process regression for human activity recognition	2013	Faïcel Chamroukhi Samer Mohammed D. Trabelsi Latifa Oukhellou Y. Amirat	6
+ PDF Chat	Multilinear subspace analysis of image ensembles	2003	M. Alex O. Vasilescu Demetri Terzopoulos	6
+	Facial Recognition Using Tensor-Tensor Decompositions	2013	Ning Hao Misha E. Kilmer Karen Braman Randy C. Hoover	6
+	Tensor–tensor products with invertible linear transforms	2015	Eric Kernfeld Misha E. Kilmer Shuchin Aeron	6
+ PDF Chat	Generalizing to Unseen Domains: A Survey on Domain Generalization	2022	Jindong Wang Cuiling Lan Chang Liu Yidong Ouyang Tao Qin Wang Lu Yiqiang Chen Wenjun Zeng Philip S. Yu	6
+ PDF Chat	Unlabeled Sensing With Random Linear Measurements	2018	Jayakrishnan Unnikrishnan Saeid Haghighatshoar Martin Vetterli	6
+ PDF Chat	Low-rank tensor completion by Riemannian optimization	2013	Daniel Kreßner Michael Steinlechner Bart Vandereycken	6
+ PDF Chat	On Wasserstein Two-Sample Testing and Related Families of Nonparametric Tests	2017	Aaditya Ramdas Nicolás García Trillos Marco Cuturi	6
+	A geometric analysis of subspace clustering with outliers	2012	Mahdi Soltanolkotabi Emmanuel J. Candès	6
+ PDF Chat	Denoising linear models with permuted data	2017	Ashwin Pananjady Martin J. Wainwright Thomas A. Courtade	6
+	Fast Computation of Wasserstein Barycenters	2014	Marco Cuturi Arnaud Doucet	5
+	Representation Learning with Contrastive Predictive Coding	2018	Aäron van den Oord Yazhe Li Oriol Vinyals	5
+ PDF Chat	Domain Generalization: A Survey	2022	Kaiyang Zhou Ziwei Liu Yu Qiao Tao Xiang Chen Change Loy	5
+	Time series segmentation through automatic feature learning	2018	Wei‐Han Lee Jorge Ortiz Bongjun Ko Ruby B. Lee	5
+	A kernel two-sample test	2012	Arthur Gretton Karsten Borgwardt Malte J. Rasch Bernhard Schölkopf Alexander J. Smola	5
+ PDF Chat	Optimal Transport Based Change Point Detection and Time Series Segment Clustering	2020	Kevin C. Cheng Shuchin Aeron Michael C. Hughes Erika K. Hussey Eric L. Miller	5
+ PDF Chat	Tensor-Based Formulation and Nuclear Norm Regularization for Multienergy Computed Tomography	2014	Oğuz Semerci Ning Hao Misha E. Kilmer Eric L. Miller	5
+ PDF Chat	Robust principal component analysis?	2011	Emmanuel J. Candès Xiaodong Li Yi Ma John Wright	5
+ PDF Chat	A tutorial on spectral clustering	2007	Ulrike von Luxburg	5
+ PDF Chat	Change-point detection in time-series data by relative density-ratio estimation	2013	Song Liu Makoto Yamada Nigel Collier Masashi Sugiyama	5
+ PDF Chat	The Power of Convex Relaxation: Near-Optimal Matrix Completion	2010	Emmanuel J. Candès Terence Tao	5
+ PDF Chat	Selective review of offline change point detection methods	2019	Charles Truong Laurent Oudre Nicolas Vayatis	5
+	Invariant Risk Minimization	2019	Martín Arjovsky Léon Bottou Ishaan Gulrajani David López-Paz	5
+	A Simpler Approach to Matrix Completion	2009	Benjamin Recht	4
+ PDF Chat	Finding Structure with Randomness: Probabilistic Algorithms for Constructing Approximate Matrix Decompositions	2011	Nathan Halko Per‐Gunnar Martinsson Joel A. Tropp	4
+	Domain Generalization by Marginal Transfer Learning	2017	Gilles Blanchard Aniket Anand Deshmukh Ürün Doǧan Gyemin Lee Clayton Scott	4
+	A survey of multilinear subspace learning for tensor data	2011	Haiping Lu Konstantinos N. Plataniotis A.N. Venetsanopoulos	4