Namrata Vaswani

184 papers A* 6A 2B 23C 2Misc 22Journal 97Unranked 31

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Locally Shuffled Low Rank Column-Wise Sensing. IEEE Signal Process. Lett. Ahmed Ali Abbasi, Namrata Vaswani
2025	J	`jnl`	AltGDmin: Alternating GD and Minimization for Partly-Decoupled (Federated) Optimization. CoRR Namrata Vaswani
2025	J	`jnl`	AltGDmin: Alternating GD and Minimization for Partly-decoupled (Federated) Optimization. Found. Trends Optim. Namrata Vaswani
2025	A*	`conf`	Byzantine-Resilient Federated Alternating Gradient Descent and Minimization for Partly-Decoupled Low Rank Matrix Learning. ICML Ankit Pratap Singh, Ahmed Ali Abbasi, Namrata Vaswani
2025	J	`jnl`	Efficient Federated Low Rank Matrix Completion. IEEE Trans. Inf. Theory Ahmed Ali Abbasi, Namrata Vaswani
2025	Misc	`conf`	Generalizable Real-time Accelerated Dynamic MRI. ICASSP Silpa Babu, Wahidul Alam, Rushdi Zahid Rusho, Sajan Goud Lingala, Namrata Vaswani
2025	J	`jnl`	Locally Permuted Low Rank Column-wise Sensing. CoRR Ahmed Ali Abbasi, Namrata Vaswani
2025	B	`conf`	Secure Algorithms for Vertically Federated Multi-Task Representation Learning. ISIT Ankit Pratap Singh, Namrata Vaswani
2024	—	`conf`	AltGDmin for Accelerated L+S Dynamic MRI. IEEECONF Silpa Babu, Namrata Vaswani
2024	A*	`conf`	Byzantine Resilient and Fast Federated Few-Shot Learning. ICML Ankit Pratap Singh, Namrata Vaswani
2024	J	`jnl`	Byzantine-Resilient Federated PCA and Low-Rank Column-Wise Sensing. IEEE Trans. Inf. Theory Ankit Pratap Singh, Namrata Vaswani
2024	B	`conf`	Byzantine-Resilient Federated Principal Subspace Estimation. ISIT Ankit Pratap Singh, Namrata Vaswani
2024	Misc	`conf`	Decentralized Low Rank Matrix Recovery from Column-Wise Projections by Alternating GD and Minimization. ICASSP Shana Moothedath, Namrata Vaswani
2024	J	`jnl`	Democratizing Signal Processing and Machine Learning: Math Learning Equity for Elementary and Middle School Students. CoRR Namrata Vaswani, Mohamed Y. Selim, Renee Serrell Gibert
2024	J	`jnl`	Detection and Mitigation of Byzantine Attacks in Distributed Training. IEEE/ACM Trans. Netw. Konstantinos Konstantinidis, Namrata Vaswani, Aditya Ramamoorthy
2024	J	`jnl`	Efficient Federated Low Rank Matrix Completion. CoRR Ahmed Ali Abbasi, Namrata Vaswani
2024	J	`jnl`	Efficient Federated Low Rank Matrix Recovery via Alternating GD and Minimization: A Simple Proof. IEEE Trans. Inf. Theory Namrata Vaswani
2024	A*	`conf`	Fast and Sample Efficient Multi-Task Representation Learning in Stochastic Contextual Bandits. ICML Jiabin Lin, Shana Moothedath, Namrata Vaswani
2024	J	`jnl`	Fast and Sample Efficient Multi-Task Representation Learning in Stochastic Contextual Bandits. CoRR Jiabin Lin, Shana Moothedath, Namrata Vaswani
2024	J	`jnl`	Noisy Low Rank Column-wise Sensing. CoRR Ankit Pratap Singh, Namrata Vaswani
2023	—	`conf`	A Fast Algorithm for Low Rank + Sparse column-wise Compressive Sensing. Allerton Silpa Babu, Namrata Vaswani
2023	J	`jnl`	A Simple Proof for Efficient Federated Low Rank Matrix Recovery from column-wise Linear Projections. CoRR Namrata Vaswani
2023	J	`jnl`	Byzantine-Resilient Federated PCA and Low Rank Matrix Recovery. CoRR Ankit Pratap Singh, Namrata Vaswani
2023	—	`conf`	Byzantine-resilient Federated Low Rank Column-wise Compressive Sensing. Allerton Ankit Pratap Singh, Namrata Vaswani
2023	Misc	`conf`	Comparing Decentralized Gradient Descent Approaches and Guarantees. ICASSP Shana Moothedath, Namrata Vaswani
2023	—	`conf`	Fast Federated Low Rank Matrix Completion. Allerton Ahmed Ali Abbasi, Shana Moothedath, Namrata Vaswani
2023	J	`jnl`	Fast Low Rank Column-Wise Compressive Sensing for Accelerated Dynamic MRI. IEEE Trans. Computational Imaging Silpa Babu, Sajan Goud Lingala, Namrata Vaswani
2023	J	`jnl`	Fast and Sample-Efficient Federated Low Rank Matrix Recovery From Column-Wise Linear and Quadratic Projections. IEEE Trans. Inf. Theory Seyedehsara Nayer, Namrata Vaswani
2023	Misc	`conf`	Tensor Low Rank Column-Wise Compressive Sensing for Dynamic Imaging. ICASSP Silpa Babu, Selin Aviyente, Namrata Vaswani
2022	J	`jnl`	Corrections to "Provable Low Rank Phase Retrieval". IEEE Trans. Inf. Theory Namrata Vaswani
2022	—	`conf`	Dec-AltProjGDmin: Fully-Decentralized Alternating Projected Gradient Descent for Low Rank Column-wise Compressive Sensing. CDC Shana Moothedath, Namrata Vaswani
2022	Misc	`conf`	Fast Low Rank Column-Wise Compressive Sensing For Accelerated Dynamic MRI. ICASSP Silpa Babu, Seyedehsara Nayer, Sajan Goud Lingala, Namrata Vaswani
2022	B	`conf`	Fast Low Rank column-wise Compressive Sensing. ISIT Seyedehsara Nayer, Namrata Vaswani
2022	Misc	`conf`	Federated Over-Air Robust Subspace Tracking from Missing Data. ICASSP Praneeth Narayanamurthy, Namrata Vaswani, Aditya Ramamoorthy
2022	J	`jnl`	Federated Over-Air Subspace Tracking From Incomplete and Corrupted Data. IEEE Trans. Signal Process. Praneeth Narayanamurthy, Namrata Vaswani, Aditya Ramamoorthy
2022	C	`conf`	Fully Decentralized and Federated Low Rank Compressive Sensing. ACC Shana Moothedath, Namrata Vaswani
2022	J	`jnl`	Fully-Decentralized Alternating Projected Gradient Descent for Low Rank column-wise Compressive Sensing. CoRR Shana Moothedath, Namrata Vaswani
2022	B	`conf`	Undersampled Dynamic Fourier Ptychography via Phaseless PCA. ICIP Zhengyu Chen, Seyedehsara Nayer, Namrata Vaswani
2021	B	`conf`	Efficient and Robust Distributed Matrix Computations via Convolutional Coding. ISIT Anindya Bijoy Das, Aditya Ramamoorthy, Namrata Vaswani
2021	J	`jnl`	Efficient and Robust Distributed Matrix Computations via Convolutional Coding. IEEE Trans. Inf. Theory Anindya Bijoy Das, Aditya Ramamoorthy, Namrata Vaswani
2021	J	`jnl`	Fast and Sample-Efficient Federated Low Rank Matrix Recovery from Column-wise Linear and Quadratic Projections. CoRR Seyedehsara Nayer, Namrata Vaswani
2021	J	`jnl`	Fully Decentralized and Federated Low Rank Compressive Sensing. CoRR Shana Moothedath, Namrata Vaswani
2021	B	`conf`	Sample-Efficient Low Rank Phase Retrieval. ISIT Seyedehsara Nayer, Namrata Vaswani
2021	J	`jnl`	Sample-Efficient Low Rank Phase Retrieval. IEEE Trans. Inf. Theory Seyedehsara Nayer, Namrata Vaswani
2020	J	`jnl`	Fast Robust Subspace Tracking via PCA in Sparse Data-Dependent Noise. CoRR Namrata Vaswani, Praneeth Narayanamurthy
2020	J	`jnl`	Fast Robust Subspace Tracking via PCA in Sparse Data-Dependent Noise. IEEE J. Sel. Areas Inf. Theory Praneeth Narayanamurthy, Namrata Vaswani
2020	J	`jnl`	Federated Over-the-Air Subspace Learning from Incomplete Data. CoRR Praneeth Narayanamurthy, Namrata Vaswani, Aditya Ramamoorthy
2020	J	`jnl`	Non-Convex Structured Phase Retrieval. CoRR Namrata Vaswani
2020	J	`jnl`	Nonconvex Structured Phase Retrieval: A Focus on Provably Correct Approaches. IEEE Signal Process. Mag. Namrata Vaswani
2020	J	`jnl`	Provable Low Rank Phase Retrieval. IEEE Trans. Inf. Theory Seyedehsara Nayer, Praneeth Narayanamurthy, Namrata Vaswani
2020	J	`jnl`	Sample Efficient Fourier Ptychography for Structured Data. IEEE Trans. Computational Imaging Gauri Jagatap, Zhengyu Chen, Seyedehsara Nayer, Chinmay Hegde, Namrata Vaswani
2020	J	`jnl`	Sample-Efficient Low Rank Phase Retrieval. CoRR Seyedehsara Nayer, Namrata Vaswani
2019	Misc	`conf`	PhaST: Model-free Phaseless Subspace Tracking. ICASSP Seyedehsara Nayer, Namrata Vaswani
2019	J	`jnl`	Phaseless Low Rank Matrix Recovery and Subspace Tracking. CoRR Seyedehsara Nayer, Praneeth Narayanamurthy, Namrata Vaswani
2019	A*	`conf`	Phaseless PCA: Low-Rank Matrix Recovery from Column-wise Phaseless Measurements. ICML Seyedehsara Nayer, Praneeth Narayanamurthy, Namrata Vaswani
2019	J	`jnl`	Provable Dynamic Robust PCA or Robust Subspace Tracking. IEEE Trans. Inf. Theory Praneeth Narayanamurthy, Namrata Vaswani
2019	Misc	`conf`	Provable Memory-efficient Online Robust Matrix Completion. ICASSP Praneeth Narayanamurthy, Vahid Daneshpajooh, Namrata Vaswani
2019	J	`jnl`	Provable Subspace Tracking From Missing Data and Matrix Completion. IEEE Trans. Signal Process. Praneeth Narayanamurthy, Vahid Daneshpajooh, Namrata Vaswani
2019	B	`conf`	Provable Subspace Tracking with Missing Entries. ISIT Praneeth Narayanamurthy, Vahid Daneshpajooh, Namrata Vaswani
2019	J	`jnl`	Random Convolutional Coding for Robust and Straggler Resilient Distributed Matrix Computation. CoRR Anindya Bijoy Das, Aditya Ramamoorthy, Namrata Vaswani
2018	Misc	`conf`	A Fast and Memory-Efficient Algorithm for Robust PCA (MEROP). ICASSP Praneeth Narayanamurthy, Namrata Vaswani
2018	J	`jnl`	A Feature Article Cluster on Exploiting Structure in Data Analytics: Low-Rank and Sparse Structures [From the Guest Editor]. IEEE Signal Process. Mag. Namrata Vaswani
2018	J	`jnl`	Introduction to the Issue on Robust Subspace Learning and Tracking: Theory, Algorithms, and Applications. IEEE J. Sel. Top. Signal Process. Thierry Bouwmans, Namrata Vaswani, Paul Rodríguez, René Vidal, Zhouchen Lin
2018	Misc	`conf`	Low Rank Fourier Ptychography. ICASSP Zhengyu Chen, Gauri Jagatap, Seyedehsara Nayer, Chinmay Hegde, Namrata Vaswani
2018	B	`conf`	Model Corrected Low Rank Ptychography. ICIP Gauri Jagatap, Zhengyu Chen, Chinmay Hegde, Namrata Vaswani
2018	A*	`conf`	Nearly Optimal Robust Subspace Tracking. ICML Praneeth Narayanamurthy, Namrata Vaswani
2018	—	`conf`	Nearly Optimal Robust Subspace Tracking: A Unified Approach. DSW Praneeth Narayanamurthy, Namrata Vaswani
2018	B	`conf`	PCA in Sparse Data-Dependent Noise. ISIT Namrata Vaswani, Praneeth Narayanamurthy
2018	—	`conf`	Phaseless Subspace Tracking. GlobalSIP Seyedehsara Nayer, Namrata Vaswani
2018	J	`jnl`	Phaseless Subspace Tracking. CoRR Seyedehsara Nayer, Namrata Vaswani
2018	B	`conf`	Provable Dynamic Robust PCA or Robust Subspace Tracking. ISIT Praneeth Narayanamurthy, Namrata Vaswani
2018	J	`jnl`	Rethinking PCA for Modern Data Sets: Theory, Algorithms, and Applications. Proc. IEEE Namrata Vaswani, Yuejie Chi, Thierry Bouwmans
2018	—	`conf`	Robust PCA and Robust Subspace Tracking: A Comparative Evaluation. SSP Sajid Javed, Praneeth Narayanamurthy, Thierry Bouwmans, Namrata Vaswani
2018	J	`jnl`	Robust Subspace Learning: Robust PCA, Robust Subspace Tracking, and Robust Subspace Recovery. IEEE Signal Process. Mag. Namrata Vaswani, Thierry Bouwmans, Sajid Javed, Praneeth Narayanamurthy
2018	J	`jnl`	Static and Dynamic Robust PCA and Matrix Completion: A Review. Proc. IEEE Namrata Vaswani, Praneeth Narayanamurthy
2018	J	`jnl`	Static and Dynamic Robust PCA via Low-Rank + Sparse Matrix Decomposition: A Review. CoRR Namrata Vaswani, Praneeth Narayanamurthy
2018	Misc	`conf`	Sub-Diffraction Imaging Using Fourier Ptychography and Structured Sparsity. ICASSP Gauri Jagatap, Zhengyu Chen, Chinmay Hegde, Namrata Vaswani
2018	J	`jnl`	Subspace Tracking from Missing and Outlier Corrupted Data. CoRR Praneeth Narayanamurthy, Vahid Daneshpajooh, Namrata Vaswani
2018	J	`jnl`	Video Denoising via Dynamic Video Layering. IEEE Signal Process. Lett. Han Guo, Namrata Vaswani
2018	J	`jnl`	Women in Signal Processing Committee Highlights [Society News]. IEEE Signal Process. Mag. Namrata Vaswani
2017	J	`jnl`	Finite Sample Guarantees for PCA in Non-Isotropic and Data-Dependent Noise. CoRR Namrata Vaswani, Praneeth Narayanamurthy
2017	—	`conf`	Finite sample guarantees for PCA in non-isotropic and data-dependent noise. Allerton Namrata Vaswani, Praneeth Narayanamurthy
2017	Misc	`conf`	Low rank phase retrieval. ICASSP Seyedehsara Nayer, Namrata Vaswani, Yonina C. Eldar
2017	J	`jnl`	Low-Rank Phase Retrieval. IEEE Trans. Signal Process. Namrata Vaswani, Seyedehsara Nayer, Yonina C. Eldar
2017	J	`jnl`	MEDRoP: Memory-Efficient Dynamic Robust PCA. CoRR Praneeth Narayanamurthy, Namrata Vaswani
2017	J	`jnl`	New Results for Provable Dynamic Robust PCA. CoRR Praneeth Narayanamurthy, Namrata Vaswani
2017	J	`jnl`	Robust PCA and Robust Subspace Tracking. CoRR Namrata Vaswani, Thierry Bouwmans, Sajid Javed, Praneeth Narayanamurthy
2017	J	`jnl`	Video Denoising and Enhancement via Dynamic Video Layering. CoRR Han Guo, Namrata Vaswani
2016	—	`conf`	Correlated-PCA: Principal Components' Analysis when Data and Noise are Correlated. NIPS Namrata Vaswani, Han Guo
2016	J	`jnl`	Correlated-PCA: Principal Components' Analysis when Data and Noise are Correlated. CoRR Namrata Vaswani, Han Guo
2016	J	`jnl`	Low Rank Phase Retrieval. CoRR Namrata Vaswani, Seyedehsara Nayer, Yonina C. Eldar
2016	—	`conf`	Low rank matrix recovery from column-wise phaseless measurements. SSP Seyedehsara Nayer, Namrata Vaswani, Yonina C. Eldar
2016	A	`conf`	Online (and Offline) Robust PCA: Novel Algorithms and Performance Guarantees. AISTATS Jinchun Zhan, Brian Lois, Han Guo, Namrata Vaswani
2016	J	`jnl`	Online (and Offline) Robust PCA: Novel Algorithms and Performance Guarantees. CoRR Jinchun Zhan, Brian Lois, Namrata Vaswani
2016	J	`jnl`	Recursive Recovery of Sparse Signal Sequences From Compressive Measurements: A Review. IEEE Trans. Signal Process. Namrata Vaswani, Jinchun Zhan
2016	J	`jnl`	Recursive Recovery of Sparse Signal Sequences from Compressive Measurements: A Review. CoRR Namrata Vaswani, Jinchun Zhan
2016	—	`conf`	Video denoising via online sparse and low-rank matrix decomposition. SSP Han Guo, Namrata Vaswani
2015	Misc	`conf`	A correctness result for online robust PCA. ICASSP Brian Lois, Namrata Vaswani
2015	J	`jnl`	Online Matrix Completion and Online Robust PCA. CoRR Brian Lois, Namrata Vaswani
2015	B	`conf`	Online matrix completion and online robust PCA. ISIT Brian Lois, Namrata Vaswani
2015	J	`jnl`	Robust PCA With Partial Subspace Knowledge. IEEE Trans. Signal Process. Jinchun Zhan, Namrata Vaswani
2015	J	`jnl`	Time Invariant Error Bounds for Modified-CS-Based Sparse Signal Sequence Recovery. IEEE Trans. Inf. Theory Jinchun Zhan, Namrata Vaswani
2014	J	`jnl`	A Correctness Result for Online Robust PCA. CoRR Brian Lois, Namrata Vaswani
2014	J	`jnl`	An Online Algorithm for Separating Sparse and Low-Dimensional Signal Sequences From Their Sum. IEEE Trans. Signal Process. Han Guo, Chenlu Qiu, Namrata Vaswani
2014	J	`jnl`	Performance Guarantees for ReProCS - Correlated Low-Rank Matrix Entries Case. CoRR Jinchun Zhan, Namrata Vaswani, Chenlu Qiu
2014	B	`conf`	Performance guarantees for ReProCS - Correlated low-rank matrix entries case. ISIT Jinchun Zhan, Namrata Vaswani, Chenlu Qiu
2014	Misc	`conf`	Practical ReProCS for separating sparse and low-dimensional signal sequences from their sum - Part 1. ICASSP Han Guo, Chenlu Qiu, Namrata Vaswani
2014	—	`conf`	Practical ReProCS for separating sparse and low-dimensional signal sequences from their sum - Part 2. GlobalSIP Han Guo, Namrata Vaswani, Chenlu Qiu
2014	J	`jnl`	Recursive Robust PCA or Recursive Sparse Recovery in Large but Structured Noise. IEEE Trans. Inf. Theory Chenlu Qiu, Namrata Vaswani, Brian Lois, Leslie Hogben
2014	J	`jnl`	Robust PCA with Partial Subspace Knowledge. CoRR Jinchun Zhan, Namrata Vaswani
2014	B	`conf`	Robust PCA with partial subspace knowledge. ISIT Jinchun Zhan, Namrata Vaswani
2013	J	`jnl`	PaFiMoCS: Particle Filtered Modified-CS and Applications in Visual Tracking across Illumination Change CoRR Rituparna Sarkar, Samarjit Das, Namrata Vaswani
2013	—	`conf`	Performance guarantees for undersampled recursive sparse recovery in large but structured noise. GlobalSIP Brian Lois, Namrata Vaswani, Chenlu Qiu
2013	J	`jnl`	Practical ReProCS for Separating Sparse and Low-dimensional Signal Sequences from their Sum. CoRR Han Guo, Chenlu Qiu, Namrata Vaswani
2013	J	`jnl`	Recursive Sparse Recovery in Large but Structured Noise - Part 2 CoRR Chenlu Qiu, Namrata Vaswani
2013	Misc	`conf`	Recursive robust PCA or recursive sparse recovery in large but structured noise. ICASSP Chenlu Qiu, Namrata Vaswani, Leslie Hogben
2013	B	`conf`	Recursive sparse recovery in large but structured noise - Part 2. ISIT Chenlu Qiu, Namrata Vaswani
2013	Misc	`conf`	Separating sparse and low-dimensional signal sequences from time-varying undersampled projections of their sums. ICASSP Jinchun Zhan, Namrata Vaswani, Ian C. Atkinson
2013	J	`jnl`	Time Invariant Error Bounds for Modified-CS based Sparse Signal Sequence Recovery CoRR Jinchun Zhan, Namrata Vaswani
2013	B	`conf`	Time invariant error bounds for modified-CS based sparse signal sequence recovery. ISIT Jinchun Zhan, Namrata Vaswani
2013	Misc	`conf`	Tracking sparse signal sequences from nonlinear/non-Gaussian measurements and applications in illumination-motion tracking. ICASSP Rituparna Sarkar, Samarjit Das, Namrata Vaswani
2012	J	`jnl`	Exact Reconstruction Conditions for Regularized Modified Basis Pursuit. IEEE Trans. Signal Process. Wei Lu, Namrata Vaswani
2012	J	`jnl`	Particle Filter With a Mode Tracker for Visual Tracking Across Illumination Changes. IEEE Trans. Image Process. Samarjit Das, Amit A. Kale, Namrata Vaswani
2012	J	`jnl`	Recursive Robust PCA or Recursive Sparse Recovery in Large but Structured Noise CoRR Chenlu Qiu, Namrata Vaswani, Leslie Hogben
2012	J	`jnl`	Regularized Modified BPDN for Noisy Sparse Reconstruction With Partial Erroneous Support and Signal Value Knowledge. IEEE Trans. Signal Process. Wei Lu, Namrata Vaswani
2011	J	`jnl`	Exact Reconstruction Conditions for Regularized Modified Basis Pursuit CoRR Wei Lu, Namrata Vaswani
2011	B	`conf`	Modified-CS-residual for recursive reconstruction of highly undersampled functional MRI sequences. ICIP Wei Lu, Taoran Li, Ian C. Atkinson, Namrata Vaswani
2011	J	`jnl`	ReProCS: A Missing Link between Recursive Robust PCA and Recursive Sparse Recovery in Large but Correlated Noise CoRR Chenlu Qiu, Namrata Vaswani
2011	—	`conf`	Recursive sparse recovery in large but correlated noise. Allerton Chenlu Qiu, Namrata Vaswani
2011	Misc	`conf`	Stability (over time) of Regularized modified CS(noisy) for recursive causal sparse reconstruction. CISS Fardad Raisali, Namrata Vaswani
2011	J	`jnl`	Stability of Modified-CS and LS-CS for Recursive Reconstruction of Sparse Signal Sequences CoRR Namrata Vaswani
2011	J	`jnl`	Support-Predicted Modified-CS for Recursive Robust Principal Components' Pursuit CoRR Chenlu Qiu, Namrata Vaswani
2011	B	`conf`	Support-Predicted Modified-CS for recursive robust principal components' Pursuit. ISIT Chenlu Qiu, Namrata Vaswani
2010	J	`jnl`	Deform PF-MT: Particle Filter With Mode Tracker for Tracking Nonaffine Contour Deformations. IEEE Trans. Image Process. Namrata Vaswani, Yogesh Rathi, Anthony J. Yezzi, Allen R. Tannenbaum
2010	J	`jnl`	LS-CS-residual (LS-CS): compressive sensing on least squares residual. IEEE Trans. Signal Process. Namrata Vaswani
2010	Misc	`conf`	Modified Basis Pursuit Denoising(modified-BPDN) for noisy compressive sensing with partially known support. ICASSP Wei Lu, Namrata Vaswani
2010	J	`jnl`	Modified-CS: modifying compressive sensing for problems with partially known support. IEEE Trans. Signal Process. Namrata Vaswani, Wei Lu
2010	J	`jnl`	Nonstationary Shape Activities: Dynamic Models for Landmark Shape Change and Applications. IEEE Trans. Pattern Anal. Mach. Intell. Samarjit Das, Namrata Vaswani
2010	J	`jnl`	Real-time Robust Principal Components' Pursuit CoRR Chenlu Qiu, Namrata Vaswani
2010	—	`conf`	Real-time Robust Principal Components' Pursuit. Allerton Chenlu Qiu, Namrata Vaswani
2010	J	`jnl`	Regularized Modified-BPDN for compressive sensing with partially known support CoRR Wei Lu, Namrata Vaswani
2010	J	`jnl`	Stability (over time) of Modified-CS and LS-CS for Recursive Causal Sparse Reconstruction CoRR Namrata Vaswani
2010	—	`conf`	Stability (over time) of modified-CS for recursive causal sparse reconstruction. Allerton Namrata Vaswani
2009	J	`jnl`	Analyzing Least Squares and Kalman Filtered Compressed Sensing CoRR Namrata Vaswani
2009	Misc	`conf`	Analyzing Least Squares and Kalman Filtered Compressed Sensing. ICASSP Namrata Vaswani
2009	J	`jnl`	KF-CS: Compressive Sensing on Kalman Filtered Residual CoRR Namrata Vaswani
2009	J	`jnl`	LS-CS: Compressive Sensing on Least Squares Residual CoRR Namrata Vaswani
2009	J	`jnl`	Modified Basis Pursuit Denoising(MODIFIED-BPDN) for Noisy Compressive Sensing with Partially Known Support CoRR Wei Lu, Namrata Vaswani
2009	B	`conf`	Modified compressive sensing for real-time dynamic MR imaging. ICIP Wei Lu, Namrata Vaswani
2009	J	`jnl`	Modified-CS: Modifying Compressive Sensing for Problems with Partially Known Support CoRR Namrata Vaswani, Wei Lu
2009	B	`conf`	Modified-CS: Modifying compressive sensing for problems with partially known support. ISIT Namrata Vaswani, Wei Lu
2009	Misc	`conf`	Real-time dynamic MR image reconstruction using Kalman Filtered Compressed Sensing. ICASSP Chenlu Qiu, Wei Lu, Namrata Vaswani
2008	B	`conf`	Generalized ELL for detecting and tracking through illumination model changes. ICIP Amit A. Kale, Namrata Vaswani
2008	J	`jnl`	Kalman Filtered Compressed Sensing CoRR Namrata Vaswani
2008	B	`conf`	Kalman filtered Compressed Sensing. ICIP Namrata Vaswani
2008	B	`conf`	Model-based compression of nonstationary landmark shape sequences. ICIP Samarjit Das, Namrata Vaswani
2008	J	`jnl`	Particle Filtering for Large Dimensional State Spaces with Multimodal Observation Likelihoods CoRR Namrata Vaswani
2008	J	`jnl`	Particle Filtering for Large-Dimensional State Spaces With Multimodal Observation Likelihoods. IEEE Trans. Signal Process. Namrata Vaswani
2007	J	`jnl`	A Generic Framework for Tracking Using Particle Filter With Dynamic Shape Prior. IEEE Trans. Image Process. Yogesh Rathi, Namrata Vaswani, Allen R. Tannenbaum
2007	J	`jnl`	Additive Change Detection in Nonlinear Systems With Unknown Change Parameters. IEEE Trans. Signal Process. Namrata Vaswani
2007	A*	`conf`	Closed-Loop Tracking and Change Detection in Multi-Activity Sequences. CVPR Bi Song, Namrata Vaswani, Amit K. Roy-Chowdhury
2007	—	`conf`	PF-EIS & PF-MT: New Particle Filtering Algorithms for Multimodal Observation Likelihoods and Large Dimensional State Spaces. ICASSP (3) Namrata Vaswani
2007	—	`conf`	Particle Filter with Mode Tracker(PF-MT) for Visual Tracking Across Illumination Change. ICASSP (1) Amit A. Kale, Namrata Vaswani, Christopher O. Jaynes
2007	J	`jnl`	Tracking Deforming Objects Using Particle Filtering for Geometric Active Contours. IEEE Trans. Pattern Anal. Mach. Intell. Yogesh Rathi, Namrata Vaswani, Allen R. Tannenbaum, Anthony J. Yezzi
2006	—	`conf`	Integrated Tracking and Recognition of Human Activities in Shape Space. ICVGIP Bi Song, Amit K. Roy-Chowdhury, Namrata Vaswani
2006	—	`conf`	Particle Filters for Infinite (or Large) Dimensional State Spaces- Part 1. ICASSP (3) Namrata Vaswani, Anthony J. Yezzi, Yogesh Rathi, Allen R. Tannenbaum
2006	—	`conf`	Particle Filters for Infinite (or Large) Dimensional State Spaces-Part 2. ICASSP (3) Namrata Vaswani
2006	J	`jnl`	Principal Components Null Space Analysis for Image and Video Classification. IEEE Trans. Image Process. Namrata Vaswani, Rama Chellappa
2006	B	`conf`	Summarization and Indexing of Human Activity Sequences. ICIP Bi Song, Namrata Vaswani, Amit K. Roy-Chowdhury
2006	—	`conf`	Time-varying Finite Dimensional Basis for Tracking Contour Deformations. CDC Namrata Vaswani, Anthony J. Yezzi, Yogesh Rathi, Allen R. Tannenbaum
2005	J	`jnl`	"Shape Activity": A Continuous-State HMM for Moving/Deforming Shapes With Application to Abnormal Activity Detection. IEEE Trans. Image Process. Namrata Vaswani, Amit K. Roy-Chowdhury, Rama Chellappa
2005	—	`conf`	Non-Stationary "Shape Activities". CDC/ECC Namrata Vaswani, Rama Chellappa
2005	—	`conf`	Particle Filtering for Geometric Active Contours with Application to Tracking Moving and Deforming Objects. CVPR (2) Yogesh Rathi, Namrata Vaswani, Allen R. Tannenbaum, Anthony J. Yezzi
2005	—	`conf`	The modified CUSUM algorithm for slow and drastic change detection in general HMMs with unknown change parameters. ICASSP (4) Namrata Vaswani
2004	—	`conf`	Bound on errors in particle filtering with incorrect model assumptions and its implication for change detection. ICASSP (2) Namrata Vaswani
2004	—	`—`	Change Detection in Stochastic Shape Dynamical Models with Applications in Activity Modeling and Abnormality Detection. Namrata Vaswani
2004	C	`conf`	Change detection in partially observed nonlinear dynamic systems with unknown change parameters. ACC Namrata Vaswani
2004	—	`conf`	Classification Probability Analysis of Principal Component Null Space Analysis. ICPR (1) Namrata Vaswani, Rama Chellappa
2003	—	`conf`	Activity Recognition Using the Dynamics of the Configuration of Interacting Objects. CVPR (2) Namrata Vaswani, Amit K. Roy-Chowdhury, Rama Chellappa
2003	J	`jnl`	Recognition of dynamic hand gestures. Pattern Recognit. Aditya Ramamoorthy, Namrata Vaswani, Santanu Chaudhury, Subhashis Banerjee
2003	—	`conf`	Statistical shape theory for activity modeling. ICASSP (3) Namrata Vaswani, Amit K. Roy-Chowdhury, Rama Chellappa
2003	A	`conf`	Statistical shape theory for activity modeling. ICME Namrata Vaswani, Amit K. Roy-Chowdhury, Rama Chellappa
2002	—	`conf`	A Linear Classifier for Gaussian Class Conditional Distributions with Unequal Covariance Matrices. ICPR (2) Namrata Vaswani
2001	Misc	`conf`	Best view selection and compression of moving objects in IR sequences. ICASSP Namrata Vaswani, Rama Chellappa