Piya Pal

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All published works

Action	Title	Year	Authors
+	Cramér-Rao Bounds and Resolution Benefits of Sparse Arrays in Measurement-Dependent SNR Regimes	2025	Sina Shahsavari Piya Pal
+ PDF Chat	Sparse Array Sensor Selection in ISAC with Identifiability Guarantees	2024	Robin Rajamäki Piya Pal
+ PDF Chat	Sparse Spatial Smoothing: Reduced Complexity and Improved Beamforming Gain via Sparse Sub-Arrays	2024	Yinyan Bu Robin Rajamäki Anand G. Dabak Rajan Narasimha Anil Mani Piya Pal
+	Effect of Beampattern on Matrix Completion with Sparse Arrays	2024	Robin Rajamäki Mehmet Can Hücümenoğlu Pulak Sarangi Piya Pal
+ PDF Chat	Sparse Spatial Smoothing: Reduced Complexity and Improved Beamforming Gain via Sparse Sub-Arrays	2024	Yinyan Bu Robin Rajamäki Anand G. Dabak Rajan Narasimha Anil Mani Piya Pal
+	Effect of Beampattern on Matrix Completion with Sparse Arrays	2024	Robin Rajamäki Mehmet Can Hücümenoğlu Pulak Sarangi Piya Pal
+	Harnessing Holes for Spatial Smoothing with Applications in Automotive Radar	2024	Yinyan Bu Robin Rajamäki Pulak Sarangi Piya Pal
+	Importance of array redundancy pattern in active sensing	2024	Robin Rajamäki Piya Pal
+ PDF Chat	Importance of Array Redundancy Pattern in Active Sensing	2023	Robin Rajamäki Piya Pal
+ PDF Chat	Harnessing Holes for Spatial Smoothing with Applications in Automotive Radar	2023	Yinyan Bu Robin Rajamäki Pulak Sarangi Piya Pal
+	Super-resolution with Sparse Arrays: A Non-Asymptotic Analysis of Spatio-temporal Trade-offs	2023	Pulak Sarangi Mehmet Can Hücümenoğlu Robin Rajamäki Piya Pal
+	Super-resolution with Binary Priors: Theory and Algorithms	2023	Pulak Sarangi Ryoma Hattori Takaki Komiyama Piya Pal
+	Super-Resolution With Binary Priors: Theory and Algorithms	2023	Pulak Sarangi Ryoma Hattori Takaki Komiyama Piya Pal
+	Array-Informed Waveform Design for Active Sensing: Diversity, Redundancy, and Identifiability	2023	Robin Rajamäki Piya Pal
+ PDF Chat	Super-Resolution With Sparse Arrays: A Nonasymptotic Analysis of Spatiotemporal Trade-Offs	2023	Pulak Sarangi Mehmet Can Hücümenoğlu Robin Rajamäki Piya Pal
+	Learning Polynomial Neural Networks via Low Rank Tensor Recovery	2020	Mehmet Can Hücümenoğlu Piya Pal
+	On the Role of Sampling in Underdetermined Tensor Decomposition with Kronecker and Khatri-Rao Structured Factors	2019	Mehmet Can Hücümenoğlu Piya Pal
+	Canonical Polyadic (CP) Decomposition of Structured Semi-Symmetric Fourth-Order Tensors	2019	Ali Koochakzadeh Piya Pal
+	On flattening of symmetric tensors and identification of latent factors	2019	Ali Koochakzadeh Piya Pal
+	Canonical Polyadic (CP) Decomposition of Structured Semi-Symmetric Fourth-Order Tensors	2019	Ali Koochakzadeh Piya Pal
+	Simplified Algorithms for Canonical Polyadic Decomposition for Over-Complete Even Order Tensors (Ongoing Work)	2018	Ali Koochakzadeh Piya Pal
+	Mixed Factor Structured Tensor Decomposition via Solving Quadratic Equations	2018	Ali Koochakzadeh Pulak Sarangi Piya Pal
+	Correlation Awareness in Low-Rank Models: Sampling, Algorithms, and Fundamental Limits	2018	Piya Pal
+	On canonical polyadic decomposition of overcomplete tensors of arbitrary even order	2017	Ali Koochakzadeh Piya Pal
+	Spike localization in Zero Time of Echo (ZTE) magnetic resonance imaging	2017	Ali Koochakzadeh Piya Pal Eric T. Ahrens
+	Bilinear problems and sparse arrays	2017	Ali Koochakzadeh Piya Pal
+	Sampling Requirements for Stable Autoregressive Estimation	2017	Abbas Kazemipour Sina Miran Piya Pal Behtash Babadi Min Wu
+	Stable compressive low rank Toeplitz covariance estimation without regularization	2016	Heng Qiao Piya Pal
+	Generalized nested sampling for compression and exact recovery of symmetric Toeplitz matrices	2014	Heng Qiao Piya Pal

Common Coauthors

Coauthor	Papers Together
Robin Rajamäki	12
Pulak Sarangi	9
Ali Koochakzadeh	8
Mehmet Can Hücümenoğlu	6
Yinyan Bu	4
Anand G. Dabak	2
Heng Qiao	2
Anil Mani	2
Ryoma Hattori	2
Rajan Narasimha	2
Takaki Komiyama	2
Min Wu	1
Sina Shahsavari	1
Sina Miran	1
Eric T. Ahrens	1
Behtash Babadi	1
Abbas Kazemipour	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Coarrays, MUSIC, and the Cramér–Rao Bound	2016	Mianzhi Wang Arye Nehorai	5
+ PDF Chat	Most Tensor Problems Are NP-Hard	2013	Christopher J. Hillar Lek‐Heng Lim	4
+ PDF Chat	Symmetric Tensors and Symmetric Tensor Rank	2008	Pierre Comon Gene H. Golub Lek‐Heng Lim Bernard Mourrain	4
+	MUSIC for single-snapshot spectral estimation: Stability and super-resolution	2014	Wenjing Liao Albert Fannjiang	4
+	Tensor Decomposition for Signal Processing and Machine Learning	2017	Nicholas D. Sidiropoulos Lieven De Lathauwer Xiao Fu Kejun Huang Evangelos E. Papalexakis Christos Faloutsos	4
+	On canonical polyadic decomposition of overcomplete tensors of arbitrary even order	2017	Ali Koochakzadeh Piya Pal	4
+	Super-Resolution Limit of the ESPRIT Algorithm	2020	Weilin Li Wenjing Liao Albert Fannjiang	3
+ PDF Chat	Exact and Stable Covariance Estimation From Quadratic Sampling via Convex Programming	2015	Yuxin Chen Yuejie Chi Andrea Goldsmith	3
+	Symmetric tensor decomposition	2010	Jérôme Brachat Pierre Comon Bernard Mourrain Elias Tsigaridas	3
+ PDF Chat	Super-Resolution With Sparse Arrays: A Nonasymptotic Analysis of Spatiotemporal Trade-Offs	2023	Pulak Sarangi Mehmet Can Hücümenoğlu Robin Rajamäki Piya Pal	3
+ PDF Chat	Towards a Mathematical Theory of Super‐resolution	2013	Emmanuel J. Candès Carlos Fernandez‐Granda	3
+	Tensor Decompositions and Applications	2009	Tamara G. Kolda Brett W. Bader	3
+ PDF Chat	Atomic Norm Denoising With Applications to Line Spectral Estimation	2013	Badri Narayan Bhaskar Gongguo Tang Benjamin Recht	2
+	Compressed sensing	2006	David L. Donoho	2
+ PDF Chat	Low-Complexity Massive MIMO Subspace Estimation and Tracking From Low-Dimensional Projections	2018	Saeid Haghighatshoar Giuseppe Caire	2
+	Low rank matrix recovery from rank one measurements	2015	Richard Kueng Holger Rauhut Ulrich Terstiege	2
+ PDF Chat	Compressed Sensing Off the Grid	2013	Gongguo Tang Badri Narayan Bhaskar Parikshit Shah Benjamin Recht	2
+	Learning Overcomplete Latent Variable Models through Tensor Methods	2015	Animashree Anandkumar Rong Ge Majid Janzamin	2
+	CoSaMP: Iterative signal recovery from incomplete and inaccurate samples	2008	Deanna Needell Joel A. Tropp	2
+ PDF Chat	Direction of Arrival Estimation Using Co-Prime Arrays: A Super Resolution Viewpoint	2014	Zhao Tan Yonina C. Eldar Arye Nehorai	2
+	Tensor decompositions for learning latent variable models	2014	Animashree Anandkumar Rong Ge Daniel Hsu Sham M. Kakade Matus Telgarsky	2
+	Jacobi Angles for Simultaneous Diagonalization	1996	J.-F. Cardoso Antoine Souloumiac	2
+	Tensor decompositions, alternating least squares and other tales	2009	Pierre Comon Xavier Luciani André L. F. de Almeida	2
+	A semi-algebraic framework for approximate CP decompositions via simultaneous matrix diagonalizations (SECSI)	2013	Florian Roemer Martin Haardt	2
+	PARAFAC. Tutorial and applications	1997	Rasmus Bro	2
+	From Sparse Solutions of Systems of Equations to Sparse Modeling of Signals and Images	2009	Alfred M. Bruckstein⋆ David L. Donoho Michael Elad	1
+	Superresolution via Sparsity Constraints	1992	David L. Donoho	1
+	Maximum likelihood identification of Gaussian autoregressive moving average models	1973	HTROTUGU AKAIKE	1
+	A Link between the Canonical Decomposition in Multilinear Algebra and Simultaneous Matrix Diagonalization	2006	Lieven De Lathauwer	1
+	Matrix results on the Khatri-Rao and Tracy-Singh products	1999	Shuangzhe Liu	1
+ PDF Chat	Rank Awareness in Joint Sparse Recovery	2012	Mike E. Davies Yonina C. Eldar	1
+ PDF Chat	A Multilinear Singular Value Decomposition	2000	Lieven De Lathauwer Bart De Moor Joos Vandewalle	1
+	An Introduction to Numerical Analysis	1990	F. S. Kendall Atkinson	1
+	Digital spectral analysis : with applications	1987	S.L. Marple	1
+ PDF Chat	On Gridless Sparse Methods for Line Spectral Estimation From Complete and Incomplete Data	2015	Zai Yang Lihua Xie	1
+	Sparse Signal Processing With Linear and Nonlinear Observations: A Unified Shannon-Theoretic Approach	2016	Cem Aksoylar George K. Atia Venkatesh Saligrama	1
+ PDF Chat	Asymptotics for lasso-type estimators	2000	Wenjiang Fu Keith Knight	1
+ PDF Chat	On the Minimax Risk of Dictionary Learning	2016	Alexander Jung Yonina C. Eldar N. Görtz	1
+ PDF Chat	Nonasymptotic bounds for autoregressive time series modeling	2001	Alexander Goldenshluger Assaf Zeevi	1
+	SDPT3 — A Matlab software package for semidefinite programming, Version 1.3	1999	Kim-Chuan Toh Michael J. Todd Reha Tütüncü	1
+	On sparse reconstruction from Fourier and Gaussian measurements	2007	Mark Rudelson Roman Vershynin	1
+	Perturbation bounds in connection with singular value decomposition	1972	Per-Åke Wedin	1
+	Estimation of structured covariance matrices	1982	John P. Burg David G. Luenberger D.L. Wenger	1
+ PDF Chat	Sparse and Spurious: Dictionary Learning With Noise and Outliers	2015	Rémi Gribonval Rodolphe Jenatton Francis Bach	1
+	Autoregressive process modeling via the Lasso procedure	2010	Yuval Nardi A. Rinaldo	1
+ PDF Chat	Super-resolution, Extremal Functions and the Condition Number of Vandermonde Matrices	2015	Ankur Moitra	1
+	Statistical Predictor Identification	1998	Hirotugu Akaike	1
+	The truncatedSVD as a method for regularization	1987	Per Christian Hansen	1
+ PDF Chat	Optimal rates of convergence for estimating Toeplitz covariance matrices	2012	Tommaso Cai Zhao Ren Harrison H. Zhou	1
+	Testing Statistical Hypotheses	2021	E. L. Lehmann	1