default search action
Shuchin Aeron
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
showing all ?? records
2020 – today
- 2024
- [j28]Matthew Werenski
, Shoaib Bin Masud
On Rank Energy Statistics via Optimal Transport: Continuity, Convergence, and Change Point Detection. IEEE Trans. Inf. Theory 70(7): 5168-5190 (2024) - [j27]Matthias Scheutz, Shuchin Aeron, Ayca Aygun, J. P. de Ruiter, Sergio Fantini, Cristianne Fernandez
Estimating Systemic Cognitive States from a Mixture of Physiological and Brain Signals. Top. Cogn. Sci. 16(3): 485-526 (2024) - [c60]Zhe Huang, Ruijie Jiang, Shuchin Aeron, Michael C. Hughes:
Systematic comparison of semi-supervised and self-supervised learning for medical image classification. CVPR 2024: 22282-22293 - [c59]Ruijie Jiang, Thuan Nguyen, Prakash Ishwar, Shuchin Aeron:
Supervised Contrastive Learning with Hard Negative Samples. IJCNN 2024: 1-8 - 2023
- [j26]Boyang Lyu
Barycentric-Alignment and Reconstruction Loss Minimization for Domain Generalization. IEEE Access 11: 49226-49240 (2023) - [j25]Shoaib Bin Masud, Matthew Werenski, James M. Murphy, Shuchin Aeron:
Multivariate Soft Rank via Entropy-Regularized Optimal Transport: Sample Efficiency and Generative Modeling. J. Mach. Learn. Res. 24: 160:1-160:65 (2023) - [j24]Xi Yu
Improving adversarial robustness by learning shared information. Pattern Recognit. 134: 109054 (2023) - [j23]Kevin C. Cheng
Nonparametric and Regularized Dynamical Wasserstein Barycenters for Sequential Observations. IEEE Trans. Signal Process. 71: 3164-3178 (2023) - [c58]Boyang Lyu, Thuan Nguyen, Matthias Scheutz
A Principled Approach to Model Validation in Domain Generalization. ICASSP 2023: 1-5 - [c57]Laxmeesha Somappa, Shahid Malik, Shuchin Aeron, Sameer Sonkusale, Maryam Shojaei Baghini:
A Compressed Sensing-based Resolution Reconfigurable Multi-Channel Sensor Node. SENSORS 2023: 1-4 - [c56]Ruijie Jiang, Prakash Ishwar, Shuchin Aeron:
Hard Negative Sampling via Regularized Optimal Transport for Contrastive Representation Learning. IJCNN 2023: 1-8 - [c55]Thuan Nguyen, Matthias Scheutz, Shuchin Aeron:
On The Failure of Invariant Risk Minimization and an Effective fix via Classification Error Control. MLSP 2023: 1-6 - [c54]Marshall Mueller, Shuchin Aeron, James M. Murphy, Abiy Tasissa:
Geometrically Regularized Wasserstein Dictionary Learning. TAG-ML 2023: 384-403 - [i63]Matthew Werenski, Shoaib Bin Masud, James M. Murphy, Shuchin Aeron:
On Rank Energy Statistics via Optimal Transport: Continuity, Convergence, and Change Point Detection. CoRR abs/2302.07964 (2023) - [i62]Boyang Lyu, Thuan Nguyen, Matthias Scheutz, Prakash Ishwar, Shuchin Aeron:
A principled approach to model validation in domain generalization. CoRR abs/2304.00629 (2023) - [i61]Zhe Huang, Ruijie Jiang, Shuchin Aeron, Michael C. Hughes:
Accuracy versus time frontiers of semi-supervised and self-supervised learning on medical images. CoRR abs/2307.08919 (2023) - [i60]Ruijie Jiang, Thuan Nguyen, Shuchin Aeron, Prakash Ishwar:
On neural and dimensional collapse in supervised and unsupervised contrastive learning with hard negative sampling. CoRR abs/2311.05139 (2023) - [i59]Matthew Werenski, James M. Murphy, Shuchin Aeron:
Estimation of entropy-regularized optimal transport maps between non-compactly supported measures. CoRR abs/2311.11934 (2023) - 2022
- [j22]Ayca Aygun
Investigating Methods for Cognitive Workload Estimation for Assistive Robots. Sensors 22(18): 6834 (2022) - [c53]Ahmed Ali Abbasi
r-Local Unlabeled Sensing: Improved Algorithm and Applications. ICASSP 2022: 5593-5597 - [c52]Ayca Aygun, Boyang Lyu, Thuan Nguyen, Zachary Haga, Shuchin Aeron, Matthias Scheutz:
Cognitive Workload Assessment via Eye Gaze and EEG in an Interactive Multi-Modal Driving Task. ICMI 2022: 337-348 - [c51]Matthew Werenski, Ruijie Jiang, Abiy Tasissa, Shuchin Aeron, James M. Murphy:
Measure Estimation in the Barycentric Coding Model. ICML 2022: 23781-23803 - [c50]Michael T. Wojnowicz, Shuchin Aeron, Eric L. Miller, Michael C. Hughes:
Easy Variational Inference for Categorical Models via an Independent Binary Approximation. ICML 2022: 23857-23896 - [c49]Thuan Nguyen, Boyang Lyu, Prakash Ishwar, Matthias Scheutz, Shuchin Aeron:
Trade-off between reconstruction loss and feature alignment for domain generalization. ICMLA 2022: 794-801 - [c48]Thuan Nguyen, Boyang Lyu, Prakash Ishwar, Matthias Scheutz, Shuchin Aeron:
Conditional entropy minimization principle for learning domain invariant representation features. ICPR 2022: 3000-3006 - [c47]Thuan Nguyen, Boyang Lyu, Prakash Ishwar, Matthias Scheutz, Shuchin Aeron:
Joint Covariate-Alignment and Concept-Alignment: A Framework for Domain Generalization. MLSP 2022: 1-6 - [i58]Thuan Nguyen, Boyang Lyu, Prakash Ishwar, Matthias Scheutz, Shuchin Aeron:
Conditional entropy minimization principle for learning domain invariant representation features. CoRR abs/2201.10460 (2022) - [i57]Matthew Werenski, Ruijie Jiang, Abiy Tasissa, Shuchin Aeron, James M. Murphy:
Measure Estimation in the Barycentric Coding Model. CoRR abs/2201.12195 (2022) - [i56]Michael T. Wojnowicz, Shuchin Aeron, Eric L. Miller, Michael C. Hughes:
Easy Variational Inference for Categorical Models via an Independent Binary Approximation. CoRR abs/2206.00093 (2022) - [i55]Thuan Nguyen, Boyang Lyu, Prakash Ishwar, Matthias Scheutz, Shuchin Aeron:
Joint covariate-alignment and concept-alignment: a framework for domain generalization. CoRR abs/2208.00898 (2022) - [i54]Ruijie Jiang, Thuan Nguyen, Prakash Ishwar, Shuchin Aeron:
Supervised Contrastive Learning with Hard Negative Samples. CoRR abs/2209.00078 (2022) - [i53]Kevin C. Cheng, Shuchin Aeron, Michael C. Hughes, Eric L. Miller:
Non-Parametric and Regularized Dynamical Wasserstein Barycenters for Time-Series Analysis. CoRR abs/2210.01918 (2022) - [i52]Marshall Mueller, Shuchin Aeron, James M. Murphy, Abiy Tasissa:
Geometric Sparse Coding in Wasserstein Space. CoRR abs/2210.12135 (2022) - [i51]Thuan Nguyen, Boyang Lyu, Prakash Ishwar, Matthias Scheutz, Shuchin Aeron:
Trade-off between reconstruction loss and feature alignment for domain generalization. CoRR abs/2210.15000 (2022) - [i50]Ahmed Ali Abbasi, Abiy Tasissa, Shuchin Aeron:
Alternating minimization algorithm with initialization analysis for r-local and k-sparse unlabeled sensing. CoRR abs/2211.07621 (2022) - 2021
- [c46]Yanting Ma, Petros T. Boufounos, Hassan Mansour, Shuchin Aeron:
Multiview Sensing with Unknown Permutations: an Optimal Transport Approach. ICASSP 2021: 1440-1444 - [c45]Ye Wang, Shuchin Aeron, Adnan Siraj Rakin, Toshiaki Koike-Akino, Pierre Moulin:
Robust Machine Learning via Privacy/ Rate-Distortion Theory. ISIT 2021: 1320-1325 - [c44]Adnan Siraj Rakin, Ye Wang, Shuchin Aeron, Toshiaki Koike-Akino
Towards Universal Adversarial Examples and Defenses. ITW 2021: 1-6 - [c43]Kevin C. Cheng, Shuchin Aeron, Michael C. Hughes, Eric L. Miller:
Dynamical Wasserstein Barycenters for Time-series Modeling. NeurIPS 2021: 27991-28003 - [i49]Yanting Ma, Petros T. Boufounos, Hassan Mansour, Shuchin Aeron:
Multiview Sensing With Unknown Permutations: An Optimal Transport Approach. CoRR abs/2103.07458 (2021) - [i48]Shoaib Bin Masud, Boyang Lyu, Shuchin Aeron:
Soft and subspace robust multivariate rank tests based on entropy regularized optimal transport. CoRR abs/2103.08811 (2021) - [i47]Boyang Lyu, Thuan Nguyen, Prakash Ishwar, Matthias Scheutz, Shuchin Aeron:
Barycenteric distribution alignment and manifold-restricted invertibility for domain generalization. CoRR abs/2109.01902 (2021) - [i46]Kevin C. Cheng, Shuchin Aeron, Michael C. Hughes, Eric L. Miller:
Dynamical Wasserstein Barycenters for Time-series Modeling. CoRR abs/2110.06741 (2021) - [i45]Ahmed Ali Abbasi, Abiy Tasissa, Shuchin Aeron:
r-local sensing: Improved algorithm and applications. CoRR abs/2110.14034 (2021) - [i44]Shoaib Bin Masud, Shuchin Aeron:
Learning generative models for valid knockoffs using novel multivariate-rank based statistics. CoRR abs/2111.00043 (2021) - [i43]Shoaib Bin Masud, Shuchin Aeron:
Robust and efficient change point detection using novel multivariate rank-energy GoF test. CoRR abs/2111.00047 (2021) - [i42]Ruijie Jiang, Julia Gouvea, Eric L. Miller, David Hammer, Shuchin Aeron:
Interpretable contrastive word mover's embedding. CoRR abs/2111.01023 (2021) - [i41]Ruijie Jiang, Prakash Ishwar, Shuchin Aeron:
Hard Negative Sampling via Regularized Optimal Transport for Contrastive Representation Learning. CoRR abs/2111.03169 (2021) - 2020
- [j21]Laxmeesha Somappa
On Quantized Analog Compressive Sensing Methods for Efficient Resonator Frequency Estimation. IEEE Trans. Circuits Syst. 67-I(12): 4556-4565 (2020) - [j20]Xiao-Yang Liu
Low-Tubal-Rank Tensor Completion Using Alternating Minimization. IEEE Trans. Inf. Theory 66(3): 1714-1737 (2020) - [c42]Kevin C. Cheng, Shuchin Aeron, Michael C. Hughes, Erika Hussey, Eric L. Miller:
Optimal Transport Based Change Point Detection and Time Series Segment Clustering. ICASSP 2020: 6034-6038 - [c41]Anoop Cherian, Shuchin Aeron:
Representation Learning via Adversarially-Contrastive Optimal Transport. ICML 2020: 1820-1830 - [c40]Uros Kalabic, Piyush Grover, Shuchin Aeron:
Optimization-based incentivization and control scheme for autonomous traffic. IV 2020: 1444-1449 - [i40]Anoop Cherian, Shuchin Aeron:
Representation Learning via Adversarially-Contrastive Optimal Transport. CoRR abs/2007.05840 (2020) - [i39]Boyang Lyu, Thao Pham, Giles Blaney, Zachary Haga, Sergio Fantini, Shuchin Aeron:
Domain Adaptation for Robust Workload Classification using fNIRS. CoRR abs/2007.06706 (2020) - [i38]Ye Wang, Shuchin Aeron, Adnan Siraj Rakin, Toshiaki Koike-Akino, Pierre Moulin:
Robust Machine Learning via Privacy/Rate-Distortion Theory. CoRR abs/2007.11693 (2020) - [i37]Ruijie Jiang, Julia Gouvea, David Hammer, Shuchin Aeron:
Automatic coding of students' writing via Contrastive Representation Learning in the Wasserstein space. CoRR abs/2011.13384 (2020)
2010 – 2019
- 2019
- [j19]Wenqi Wang, Vaneet Aggarwal
Principal component analysis with tensor train subspace. Pattern Recognit. Lett. 122: 86-91 (2019) - [j18]Yipeng Liu, Yuning Yang, Qibin Zhao, Shuchin Aeron:
Editorial to The Special Issue on Tensor Image Processing. Signal Process. Image Commun. 73: 1-2 (2019) - [c39]Anuththari Gamage
Common Randomized Shortest Paths (C-RSP): A Simple Yet Effective Framework for Multi-view Graph Embedding. ICASSP 2019: 3542-3546 - [i36]Yanting Ma, Shuchin Aeron, Hassan Mansour:
On the modes of convergence of Stochastic Optimistic Mirror Descent (OMD) for saddle point problems. CoRR abs/1908.01071 (2019) - [i35]Kevin C. Cheng, Shuchin Aeron, Michael C. Hughes, Erika Hussey, Eric L. Miller:
Optimal Transport Based Change Point Detection and Time Series Segment Clustering. CoRR abs/1911.01325 (2019) - [i34]Ahmed Ali Abbasi, Abiy Tasissa, Shuchin Aeron:
Unlabeled sensing with local permutations. CoRR abs/1911.06382 (2019) - 2018
- [j17]Jiani Zhang
A randomized tensor singular value decomposition based on the t-product. Numer. Linear Algebra Appl. 25(5) (2018) - [j16]Wenqi Wang, Vaneet Aggarwal
Tensor Train Neighborhood Preserving Embedding. IEEE Trans. Signal Process. 66(10): 2724-2732 (2018) - [i33]Wenqi Wang, Vaneet Aggarwal, Shuchin Aeron:
Principal Component Analysis with Tensor Train Subspace. CoRR abs/1803.05026 (2018) - [i32]Anuththari Gamage, Brian Rappaport, Shuchin Aeron, Xiaozhe Hu:
Multi-View Graph Embedding Using Randomized Shortest Paths. CoRR abs/1808.06560 (2018) - 2017
- [j15]Wenqi Wang, Vaneet Aggarwal
Unsupervised clustering under the Union of Polyhedral Cones (UOPC) model. Pattern Recognit. Lett. 100: 104-109 (2017) - [j14]Shuchin Aeron, Eric L. Miller
Guest Editorial Computational Imaging for Earth Sciences. IEEE Trans. Computational Imaging 3(2): 144-145 (2017) - [j13]Bo Fan, Shuchin Aeron, Adam Pedrycz, Henri-Pierre Valero:
On Acoustic Signal Compression for Ultrasonic Borehole Imaging. IEEE Trans. Computational Imaging 3(2): 330-343 (2017) - [j12]Zemin Zhang, Shuchin Aeron:
Exact Tensor Completion Using t-SVD. IEEE Trans. Signal Process. 65(6): 1511-1526 (2017) - [c38]Wenqi Wang, Vaneet Aggarwal
Efficient Low Rank Tensor Ring Completion. ICCV 2017: 5698-5706 - [c37]Charles Colley, Junyuan Lin
Algebraic Multigrid for Least Squares Problems on Graphs with Applications to HodgeRank. IPDPS Workshops 2017: 627-636 - [i31]Eric Bailey, Shuchin Aeron:
Word Embeddings via Tensor Factorization. CoRR abs/1704.02686 (2017) - [i30]Mohammadhossein Chaghazardi, Shuchin Aeron:
Sample, computation vs storage tradeoffs for classification using tensor subspace models. CoRR abs/1706.05599 (2017) - [i29]Wenqi Wang, Vaneet Aggarwal, Shuchin Aeron:
Efficient Low Rank Tensor Ring Completion. CoRR abs/1707.08184 (2017) - [i28]Brian Rappaport, Anuththari Gamage, Shuchin Aeron:
Faster Clustering via Non-Backtracking Random Walks. CoRR abs/1708.07967 (2017) - [i27]Wenqi Wang, Vaneet Aggarwal, Shuchin Aeron:
Tensor Train Neighborhood Preserving Embedding. CoRR abs/1712.00828 (2017) - 2016
- [j11]Ehsan Ullah, Shuchin Aeron, Soha Hassoun:
gEFM: An Algorithm for Computing Elementary Flux Modes Using Graph Traversal. IEEE ACM Trans. Comput. Biol. Bioinform. 13(1): 122-134 (2016) - [j10]Usman A. Khan, Shuchin Aeron:
Distributed Subspace Consensus in the Presence of Dynamic In-Network Disturbance. IEEE Trans. Control. Netw. Syst. 3(3): 220-230 (2016) - [j9]Xiao-Yang Liu, Shuchin Aeron, Vaneet Aggarwal
Adaptive Sampling of RF Fingerprints for Fine-Grained Indoor Localization. IEEE Trans. Mob. Comput. 15(10): 2411-2423 (2016) - [c36]Vaneet Aggarwal
A note on information-theoretic bounds on matrix completion under union of subspaces model. Allerton 2016: 281-283 - [c35]Mohammadhossein Chaghazardi, Shuchin Aeron:
On unsupervised clustering under the union of tensor subspaces. Allerton 2016: 336-340 - [c34]Josh Girson, Shuchin Aeron:
Algorithms for item categorization based on ordinal ranking data. Allerton 2016: 409-416 - [c33]Vaneet Aggarwal
Inferring smartphone service quality using tensor methods. CNSM 2016: 263-267 - [c32]Daniel Banco
Sampling and recovery of MRI data using low rank tensor models. EMBC 2016: 448-452 - [c31]Zemin Zhang, Dehong Liu, Shuchin Aeron, Anthony Vetro:
An online tensor robust PCA algorithm for sequential 2D data. ICASSP 2016: 2434-2438 - [c30]Xiao-Yang Liu, Shuchin Aeron, Vaneet Aggarwal
Tensor completion via adaptive sampling of tensor fibers: Application to efficient indoor RF fingerprinting. ICASSP 2016: 2529-2533 - [c29]Bo Fan, Zemin Zhang, Shuchin Aeron:
A novel tensor algebraic approach for high-dimensional outlier detection under data misalignment. ICIP 2016: 3628-3632 - [c28]Zemin Zhang, Shuchin Aeron:
Denoising and Completion of 3D Data via Multidimensional Dictionary Learning. IJCAI 2016: 2371-2377 - [c27]Wenqi Wang, Shuchin Aeron, Vaneet Aggarwal
On deterministic conditions for subspace clustering under missing data. ISIT 2016: 850-854 - [c26]Bo Fan, Shuchin Aeron:
Group invariant subspace learning for outlier detection. SSP 2016: 1-5 - [c25]Eric Kernfeld, Nathan Majumder, Shuchin Aeron, Misha E. Kilmer:
Multilinear subspace clustering. SSP 2016: 1-5 - [i26]Wenqi Wang, Shuchin Aeron, Vaneet Aggarwal:
On deterministic conditions for subspace clustering under missing data. CoRR abs/1604.04615 (2016) - [i25]Wenqi Wang, Shuchin Aeron, Vaneet Aggarwal:
On Deterministic Conditions for Subspace Clustering under Missing Data. CoRR abs/1607.03191 (2016) - [i24]Wenqi Wang, Vaneet Aggarwal, Shuchin Aeron:
Tensor Completion by Alternating Minimization under the Tensor Train (TT) Model. CoRR abs/1609.05587 (2016) - [i23]Jiani Zhang, Arvind K. Saibaba, Misha Elena Kilmer, Shuchin Aeron:
A Randomized Tensor Singular Value Decomposition based on the t-product. CoRR abs/1609.07086 (2016) - [i22]Josh Girson, Shuchin Aeron:
Algorithms for item categorization based on ordinal ranking data. CoRR abs/1609.09544 (2016) - [i21]Xiao-Yang Liu, Shuchin Aeron, Vaneet Aggarwal, Xiaodong Wang:
Low-tubal-rank Tensor Completion using Alternating Minimization. CoRR abs/1610.01690 (2016) - 2015
- [j8]Bo Fan, Gregory Ely, Shuchin Aeron, Eric L. Miller
Exploiting Algebraic and Structural Complexity for Single Snapshot Computed Tomography Hyperspectral Imaging Systems. IEEE J. Sel. Top. Signal Process. 9(6): 990-1002 (2015) - [j7]Shuchin Aeron, Sandip Bose, Henri-Pierre Valero:
Robust Detection and Estimation for Logging While Drilling Monopole Acoustic Data. IEEE Trans. Signal Process. 63(12): 3062-3075 (2015) - [j6]Shuchin Aeron, Sandip Bose, Henri-Pierre Valero:
Joint Multi-Mode Dispersion Extraction in Frequency-Wavenumber and Space-Time Domains. IEEE Trans. Signal Process. 63(15): 4115-4128 (2015) - [c24]Shuchin Aeron, Eric Kernfeld:
Group-invariant Subspace Clustering. Allerton 2015: 666-671 - [c23]Josh Girson, Shuchin Aeron:
Tensor completion via optimization on the product of matrix manifolds. CAMSAP 2015: 177-180 - [i20]Zemin Zhang, Shuchin Aeron:
Exact tensor completion using t-SVD. CoRR abs/1502.04689 (2015) - [i19]John Pothier, Josh Girson, Shuchin Aeron:
An algorithm for online tensor prediction. CoRR abs/1507.07974 (2015) - [i18]Xiao-Yang Liu, Shuchin Aeron, Vaneet Aggarwal, Xiaodong Wang, Min-You Wu:
Fine-grained Indoor Localization with Adaptively Sampled RF Fingerprints. CoRR abs/1508.02324 (2015) - [i17]Vaneet Aggarwal, Shuchin Aeron:
Information-theoretic Bounds on Matrix Completion under Union of Subspaces Model. CoRR abs/1508.03395 (2015) - [i16]Shuchin Aeron, Eric Kernfeld:
Group-Invariant Subspace Clustering. CoRR abs/1510.04356 (2015) - [i15]Eric Kernfeld, Nathan Majumder, Shuchin Aeron, Misha Elena Kilmer:
Multilinear Subspace Clustering. CoRR abs/1512.06730 (2015) - [i14]Zemin Zhang, Shuchin Aeron:
Denoising and Completion of 3D Data via Multidimensional Dictionary Learning. CoRR abs/1512.09227 (2015) - 2014
- [c22]Zemin Zhang, Gregory Ely, Shuchin Aeron, Ning Hao, Misha Elena Kilmer:
Novel Methods for Multilinear Data Completion and De-noising Based on Tensor-SVD. CVPR 2014: 3842-3849 - [c21]Jason Gejie Liu, Shuchin Aeron:
First Order Methods for Robust non-negative matrix factorization for large scale noisy data. ICASSP 2014: 6746-6750 - [c20]Usman A. Khan, Shuchin Aeron:
Information alignment for consensus with interference. ICASSP 2014: 7168-7172 - [c19]Usman A. Khan, Shuchin Aeron:
Distributed averaging in the presence of interference. ISCCSP 2014: 32-35 - [i13]Jason Gejie Liu, Shuchin Aeron:
Robust Large Scale Non-negative Matrix Factorization using Proximal Point Algorithm. CoRR abs/1401.1842 (2014) - [i12]Zemin Zhang, Gregory Ely, Shuchin Aeron, Ning Hao, Misha Elena Kilmer:
Novel methods for multilinear data completion and de-noising based on tensor-SVD. CoRR abs/1407.1785 (2014) - [i11]Eric Kernfeld, Shuchin Aeron, Misha Elena Kilmer:
Clustering multi-way data: a novel algebraic approach. CoRR abs/1412.7056 (2014) - 2013
- [j5]Michael Trakimas, Robert D'Angelo, Shuchin Aeron, Timothy M. Hancock
A Compressed Sensing Analog-to-Information Converter With Edge-Triggered SAR ADC Core. IEEE Trans. Circuits Syst. I Regul. Pap. 60-I(5): 1135-1148 (2013) - [c18]George K. Atia, Shuchin Aeron:
Asymptotic optimality results for controlled sequential estimation. Allerton 2013: 1098-1105 - [c17]Ehsan Ullah, Calvin Hopkins, Shuchin Aeron, Soha Hassoun:
Decomposing Biochemical Networks Into Elementary Flux Modes Using Graph Traversal. BCB 2013: 211 - [c16]Robert D'Angelo, Michael Trakimas, Sameer R. Sonkusale, Shuchin Aeron:
Compressed sensing of EEG using a random sampling ADC in 90nm CMOS. BSN 2013: 1-5 - [c15]Gregory Ely, Shuchin Aeron:
Methods for large scale hydraulic fracture monitoring. CAMSAP 2013: 272-275 - [c14]George K. Atia, Shuchin Aeron:
Controlled sensing for sequential estimation. GlobalSIP 2013: 125-128 - [c13]Jason Gejie Liu, Shuchin Aeron:
Robust large-scale non-negative matrix factorization using Proximal Point algorithm. GlobalSIP 2013: 1127-1130 - [c12]Gregory Ely, Shuchin Aeron, Eric L. Miller:
Exploiting structural complexity for robust and rapid hyperspectral imaging. ICASSP 2013: 2193-2197 - [c11]Robert D'Angelo, Michael Trakimas, Shuchin Aeron, Sameer R. Sonkusale:
Experimental results on wideband spectrum sensing using random sampling ADC in 90nm CMOS. ISCAS 2013: 1970-1973 - [i10]Gregory Ely, Shuchin Aeron:
Complexity penalized hydraulic fracture localization and moment tensor estimation under limited model information. CoRR abs/1305.0060 (2013) - [i9]Gregory Ely, Shuchin Aeron:
Robust Hydraulic Fracture Monitoring (HFM) of Multiple Time Overlapping Events Using a Generalized Discrete Radon Transform. CoRR abs/1305.2169 (2013) - [i8]Gregory Ely, Shuchin Aeron, Eric L. Miller:
Exploiting Structural Complexity for Robust and Rapid Hyperspectral Imaging. CoRR abs/1305.2170 (2013) - [i7]Zemin Zhang, Gregory Ely, Shuchin Aeron, Ning Hao, Misha Elena Kilmer:
Novel Factorization Strategies for Higher Order Tensors: Implications for Compression and Recovery of Multi-linear Data. CoRR abs/1307.0805 (2013) - [i6]Gregory Ely, Shuchin Aeron:
Methods for Large Scale Hydraulic Fracture Monitoring. CoRR abs/1309.1496 (2013) - [i5]Sandip Bose, Shuchin Aeron, Henri-Pierre Valero:
Joint multi-mode dispersion extraction in Fourier and space time domains. CoRR abs/1312.3981 (2013) - [i4]Usman A. Khan, Shuchin Aeron:
Consensus in the presence of interference. CoRR abs/1312.5202 (2013) - 2012
- [c10]Gregory Ely, Shuchin Aeron:
Robust Hydraulic Fracture Monitoring (HFM) of multiple time overlapping events using a generalized discrete radon transform. IGARSS 2012: 622-625 - [c9]Shuchin Aeron, Sandip Bose, Henri-Pierre Valero:
Robust detection of weak acoustic signals in noise using near optimal shrinkage in radon domain. SSP 2012: 13-16 - 2011
- [j4]Shuchin Aeron, Sandip Bose, Henri-Pierre Valero, Venkatesh Saligrama
Broadband Dispersion Extraction Using Simultaneous Sparse Penalization. IEEE Trans. Signal Process. 59(10): 4821-4837 (2011) - 2010
- [j3]Shuchin Aeron, Venkatesh Saligrama
Information theoretic bounds for compressed sensing. IEEE Trans. Inf. Theory 56(10): 5111-5130 (2010) - [c8]Shuchin Aeron, Sandip Bose, Henri-Pierre Valero, Venkatesh Saligrama
Sparsity penalized reconstruction framework for broadband dispersion extraction. ICASSP 2010: 2638-2641
2000 – 2009
- 2008
- [j2]Shuchin Aeron, Venkatesh Saligrama
Efficient Sensor Management Policies for Distributed Target Tracking in Multihop Sensor Networks. IEEE Trans. Signal Process. 56(6): 2562-2574 (2008) - [c7]George K. Atia, Shuchin Aeron, Erhan Baki Ermis, Venkatesh Saligrama
On Throughput Maximization and Interference Avoidance in Cognitive Radios. CCNC 2008: 963-967 - [c6]Shuchin Aeron, Sandip Bose, Henri-Pierre Valero:
Automatic dispersion extraction using continuous wavelet transform. ICASSP 2008: 2405-2408 - [i3]Shuchin Aeron, Manqi Zhao, Venkatesh Saligrama:
Fundamental Limits on Sensing Capacity for Sensor Networks and Compressed Sensing. CoRR abs/0804.3439 (2008) - 2007
- [j1]Shuchin Aeron, Venkatesh Saligrama
Wireless Ad Hoc Networks: Strategies and Scaling Laws for the Fixed SNR Regime. IEEE Trans. Inf. Theory 53(6): 2044-2059 (2007) - [i2]Shuchin Aeron, Manqi Zhao, Venkatesh Saligrama:
On sensing capacity of sensor networks for the class of linear observation, fixed SNR models. CoRR abs/0704.3434 (2007) - 2006
- [c5]Shuchin Aeron, Venkatesh Saligrama
Energy Efficient Policies for Distributed Target Tracking in Multihop Sensor Networks. CDC 2006: 380-385 - [c4]Shuchin Aeron, Venkatesh Saligrama
Distributed Target tracking and localization in multi-hop networks. CISS 2006: 990-995 - [i1]Shuchin Aeron, Venkatesh Saligrama:
Wireless ad-hoc networks: Strategies and Scaling laws for the fixed SNR regime. CoRR abs/cs/0608089 (2006) - 2004
- [c3]Murat Alanyali, Venkatesh Saligrama, Onur Savas, Shuchin Aeron:
Distributed Bayesian hypothesis testing in sensor networks. ACC 2004: 5369-5374 - [c2]Venkatesh Saligrama
Classification in sensor networks. ISIT 2004: 251 - [c1]Shuchin Aeron, Venkatesh Saligrama:
Capacity scaling in wireless ad-hoc networks with Pe. ISIT 2004: 469
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from ,
, and
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and
to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from .
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-10-07 22:06 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by: