Ali Pezeshki

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 37

Top Topics

Dynamic Programming

Nash Equilibria

Recursive Least Squares

Greedy Strategy

Top Venues

IEEE Trans. Signal Process.

Publications

Shyam Venkatasubramanian, Sandeep Gogineni, Bosung Kang, Ali Pezeshki, Muralidhar Rangaswamy, Vahid Tarokh
Data-Driven Target Localization: Benchmarking Gradient Descent Using the Cramér-Rao Bound. CoRR (2024)
Shyam Venkatasubramanian, Bosung Kang, Ali Pezeshki, Muralidhar Rangaswamy, Vahid Tarokh
RASPNet: A Benchmark Dataset for Radar Adaptive Signal Processing Applications. CoRR (2024)
Bowen Li, Suya Wu, Erin E. Tripp, Ali Pezeshki, Vahid Tarokh
Recursive Least Squares With Minimax Concave Penalty Regularization for Adaptive System Identification. IEEE Access 12 (2024)
Bowen Li, Brandon Van Over, Edwin K. P. Chong, Ali Pezeshki
On Bounds for Greedy Schemes in String Optimization based on Greedy Curvatures. CoRR (2024)
Sofia Suvorova, Ali Pezeshki, Ross Kyprianou, Bill Moran
A Radar-Jammer Zero-Sum Repeated Bayesian Game. ICASSP (2023)
Brandon Van Over, Bowen Li, Edwin K. P. Chong, Ali Pezeshki
An Improved Greedy Curvature Bound in Finite-Horizon String Optimization with an Application to a Sensor Coverage Problem. CDC (2023)
Shyam Venkatasubramanian, Sandeep Gogineni, Bosung Kang, Ali Pezeshki, Muralidhar Rangaswamy, Vahid Tarokh
Subspace Perturbation Analysis for Data-Driven Radar Target Localization. CoRR (2023)
Brandon Van Over, Bowen Li, Edwin K. P. Chong, Ali Pezeshki
An Improved Greedy Curvature Bound for Finite-Horizon String Optimization in Sensor Coverage Problem. CoRR (2023)
Shyam Venkatasubramanian, Chayut Wongkamthong, Mohammadreza Soltani, Bosung Kang, Sandeep Gogineni, Ali Pezeshki, Muralidhar Rangaswamy, Vahid Tarokh
Toward Data-Driven STAP Radar. CoRR (2022)
Kumar Vijay Mishra, Samuel Pinilla, Ali Pezeshki, A. Robert Calderbank
Group-Theoretic Wideband Radar Waveform Design. CoRR (2022)
Shyam Venkatasubramanian, Sandeep Gogineni, Bosung Kang, Ali Pezeshki, Muralidhar Rangaswamy, Vahid Tarokh
Toward Data-Driven Radar STAP. CoRR (2022)
Kumar Vijay Mishra, Samuel Pinilla, Ali Pezeshki, A. Robert Calderbank
Group-Theoretic Wideband Radar Waveform Design. ISIT (2022)
Christopher Robbiano, Edwin K. P. Chong, Mahmood R. Azimi-Sadjadi, Louis L. Scharf, Ali Pezeshki
Bayesian Learning of Occupancy Grids. IEEE Trans. Intell. Transp. Syst. 23 (2) (2022)
Stephen D. Howard, Ali Pezeshki
A Simple Formula for the Moments of Unitarily Invariant Matrix Distributions. ICASSP (2022)
Yajing Liu, Edwin K. P. Chong, Ali Pezeshki, Zhenliang Zhang
A General Framework for Bounding Approximate Dynamic Programming Schemes. IEEE Control. Syst. Lett. 5 (2) (2021)
Wenbing Dang, Ali Pezeshki, Stephen D. Howard, William Moran, A. Robert Calderbank
Coordinating Complementary Waveforms for Suppressing Range Sidelobes in a Doppler Band. CoRR (2020)
Yajing Liu, Edwin K. P. Chong, Ali Pezeshki, Zhenliang Zhang
Submodular optimization problems and greedy strategies: A survey. Discret. Event Dyn. Syst. 30 (3) (2020)
Ali Pezeshki, Mahmood R. Azimi-Sadjadi, Christopher Robbiano
A Multiple Kernel Machine with Incremental Learning using Sparse Representation. IJCNN (2019)
Yajing Liu, Edwin K. P. Chong, Ali Pezeshki
Improved bounds for the greedy strategy in optimization problems with curvature. J. Comb. Optim. 37 (4) (2019)
Yajing Liu, Zhenliang Zhang, Edwin K. P. Chong, Ali Pezeshki
Performance Bounds with Curvature for Batched Greedy Optimization. J. Optim. Theory Appl. 177 (2) (2018)
Yajing Liu, Edwin K. P. Chong, Ali Pezeshki
Performance bounds for Nash equilibria in submodular utility systems with user groups. J. Control. Decis. 5 (1) (2018)
Yajing Liu, Edwin K. P. Chong, Ali Pezeshki
Extending Polymatroid Set Functions With Curvature and Bounding the Greedy Strategy. SSP (2018)
Zhenliang Zhang, Edwin K. P. Chong, Ali Pezeshki, William Moran, Stephen D. Howard
Near-Optimal Distributed Detection in Balanced Binary Relay Trees. IEEE Trans. Control. Netw. Syst. 4 (4) (2017)
Anthony A. Maciejewski, Thomas W. Chen, Zinta S. Byrne, Michael A. De Miranda, Laura B. Sample Mcmeeking, Branislav M. Notaros, Ali Pezeshki, Sourajeet Roy, Andrea M. Leland, Melissa D. Reese, Alma H. Rosales, Thomas J. Siller, Richard F. Toftness, Olivera Notaros
A Holistic Approach to Transforming Undergraduate Electrical Engineering Education. IEEE Access 5 (2017)
Zhenliang Zhang, Yuan Wang, Edwin K. P. Chong, Ali Pezeshki
Subspace Selection for Projection Maximization With Matroid Constraints. IEEE Trans. Signal Process. 65 (5) (2017)
Pooria Pakrooh, Louis L. Scharf, Ali Pezeshki
Threshold Effects in Parameter Estimation From Compressed Data. IEEE Trans. Signal Process. 64 (9) (2016)
Yajing Liu, Edwin K. P. Chong, Ali Pezeshki
Performance Bounds for Nash Equilibria in Submodular Utility Systems with User Groups. CoRR (2016)
Yajing Liu, Zhenliang Zhang, Edwin K. P. Chong, Ali Pezeshki
Performance bounds for the k-batch greedy strategy in optimization problems with curvature. ACC (2016)
Pooria Pakrooh, Louis L. Scharf, Ali Pezeshki
Modal Analysis Using Co-Prime Arrays. IEEE Trans. Signal Process. 64 (9) (2016)
Zhenliang Zhang, Edwin K. P. Chong, Ali Pezeshki, William Moran
String Submodular Functions With Curvature Constraints. IEEE Trans. Autom. Control. 61 (3) (2016)
Zhenliang Zhang, Yuan Wang, Edwin K. P. Chong, Ali Pezeshki, Louis L. Scharf
Subspace selection for projection maximization with matroid constraints. CoRR (2015)
Pooria Pakrooh, Louis L. Scharf, Ali Pezeshki
Performance breakdown in parameter estimation using co-prime arrays. ACSSC (2015)
Pooria Pakrooh, Louis L. Scharf, Ali Pezeshki
Threshold Effects in Parameter Estimation from Compressed Data. CoRR (2015)
Pooria Pakrooh, Ali Pezeshki, Louis L. Scharf, Douglas Cochran, Stephen D. Howard
Distribution of the Fisher information loss due to random compressed sensing. ACSSC (2015)
Yajing Liu, Edwin K. P. Chong, Ali Pezeshki
Bounding the greedy strategy in finite-horizon string optimization. CDC (2015)
Pooria Pakrooh, Ali Pezeshki, Louis L. Scharf, Douglas Cochran, Stephen D. Howard
Analysis of Fisher Information and the Cramér-Rao Bound for Nonlinear Parameter Estimation After Random Compression. IEEE Trans. Signal Process. 63 (23) (2015)
Pooria Pakrooh, Louis L. Scharf, Ali Pezeshki
Modal Analysis Using Sparse and Co-prime Arrays. CoRR (2015)
Vidarshana W. Bandara, Ali Pezeshki, Anura P. Jayasumana
Spatiotemporal model for Internet traffic anomalies. IET Networks 3 (1) (2014)
Yajing Liu, Edwin K. P. Chong, Ali Pezeshki, William Moran
Bounds for approximate dynamic programming based on string optimization and curvature. CDC (2014)
Wenbing Dang, Ali Pezeshki, Randy Bartels
Analysis of misfocus effects in compressive optical imaging. ACSSC (2014)
Pooria Pakrooh, Ali Pezeshki, Louis L. Scharf
Characterization of orthogonal subspaces for alias-free reconstruction of damped complex exponential modes in sparse arrays. ACSSC (2014)
Zhenliang Zhang, Edwin K. P. Chong, Ali Pezeshki, William Moran, Stephen D. Howard
Learning in Hierarchical Social Networks. IEEE J. Sel. Top. Signal Process. 7 (2) (2013)
Pooria Pakrooh, Louis L. Scharf, Ali Pezeshki, Yuejie Chi
Analysis of fisher information and the Cramer-Rao bound for nonlinear parameter estimation after compressed sensing. ICASSP (2013)
Dulanjalie C. Dhanapala, Vidarshana W. Bandara, Ali Pezeshki, Anura P. Jayasumana
Phenomena discovery in WSNs: A compressive sensing based approach. ICC (2013)
Zhenliang Zhang, Zengfu Wang, Edwin K. P. Chong, Ali Pezeshki, William Moran
Near optimality of greedy strategies for string submodular functions with forward and backward curvature constraints. CDC (2013)
Ramin Zahedi, Lucas W. Krakow, Edwin K. P. Chong, Ali Pezeshki
Adaptive compressive measurement design using approximate dynamic programming. ACC (2013)
Zhenliang Zhang, Edwin K. P. Chong, Ali Pezeshki, William Moran, Stephen D. Howard
Detection Performance in Balanced Binary Relay Trees With Node and Link Failures. IEEE Trans. Signal Process. 61 (9) (2013)
Zhenliang Zhang, Edwin K. P. Chong, Ali Pezeshki, William Moran
Near Optimality of Greedy Strategies for String Submodular Functions with Forward and Backward Curvature Constraints CoRR (2013)
Zhenliang Zhang, Edwin K. P. Chong, Ali Pezeshki, William Moran
Hypothesis Testing in Feedforward Networks With Broadcast Failures. IEEE J. Sel. Top. Signal Process. 7 (5) (2013)
Lucas W. Krakow, Ramin Zahedi, Edwin K. P. Chong, Ali Pezeshki
Adaptive compressive sensing in the presence of noise and erasure. GlobalSIP (2013)
Pooria Pakrooh, Ali Pezeshki, Louis L. Scharf
Threshold effects in parameter estimation from compressed data. GlobalSIP (2013)
Ramin Zahedi, Lucas W. Krakow, Edwin K. P. Chong, Ali Pezeshki
Adaptive Estimation of Time-Varying Sparse Signals. IEEE Access 1 (2013)
Zhenliang Zhang, Edwin K. P. Chong, Ali Pezeshki, William Moran
Asymptotic learning in feedforward networks with binary symmetric channels. ICASSP (2013)
Wenbing Dang, Ali Pezeshki, Stephen D. Howard, William Moran, A. Robert Calderbank
Coordinating Complementary Waveforms for Sidelobe Suppression CoRR (2012)
Zhenliang Zhang, Edwin K. P. Chong, Ali Pezeshki, William Moran, Stephen D. Howard
Submodularity and optimality of fusion rules in balanced binary relay trees. CDC (2012)
Zhenliang Zhang, Edwin K. P. Chong, Ali Pezeshki, William Moran, Stephen D. Howard
Rate of learning in hierarchical social networks. Allerton Conference (2012)
Zhenliang Zhang, Edwin K. P. Chong, Ali Pezeshki, William Moran, Stephen D. Howard
Submodularity and Optimality of Fusion Rules in Balanced Binary Relay Trees CoRR (2012)
Ramin Zahedi, Ali Pezeshki, Edwin K. P. Chong
Measurement design for detecting sparse signals. Phys. Commun. 5 (2) (2012)
Zhenliang Zhang, Edwin K. P. Chong, Ali Pezeshki, William Moran, Stephen D. Howard
Detection Performance in Balanced Binary Relay Trees with Node and Link Failures CoRR (2012)
Wenbing Dang, Ali Pezeshki, Stephen D. Howard, William Moran
Coordinating complementary waveforms across time and frequency. SSP (2012)
Zhenliang Zhang, Edwin K. P. Chong, Ali Pezeshki, William Moran, Stephen D. Howard
Rate of Learning in Hierarchical Social Networks CoRR (2012)
Ramin Zahedi, Lucas W. Krakow, Edwin K. P. Chong, Ali Pezeshki
Adaptive compressive sampling using partially observable markov decision processes. ICASSP (2012)
Zhenliang Zhang, Edwin K. P. Chong, Ali Pezeshki, William Moran, Stephen D. Howard
Detection performance of M-ary relay trees with non-binary message alphabets. SSP (2012)
Zhenliang Zhang, Edwin K. P. Chong, Ali Pezeshki, William Moran
Sequential Hypothesis Testing with Broadcast Failures CoRR (2012)
Zhenliang Zhang, Ali Pezeshki, William Moran, Stephen D. Howard, Edwin K. P. Chong
Error Probability Bounds for Balanced Binary Relay Trees. IEEE Trans. Inf. Theory 58 (6) (2012)
Louis L. Scharf, Edwin K. P. Chong, Ali Pezeshki, J. Rockey Luo
Sensitivity considerations in compressed sensing. ACSCC (2011)
Tariq R. Qureshi, Michael D. Zoltowski, A. Robert Calderbank, Ali Pezeshki
Unitary design of radar waveform diversity sets. Digit. Signal Process. 21 (5) (2011)
Zhenliang Zhang, Ali Pezeshki, William Moran, Stephen D. Howard, Edwin K. P. Chong
Error Probability Bounds for Binary Relay Trees with Crummy Sensors CoRR (2011)
Ramin Zahedi, Ali Pezeshki, Edwin K. P. Chong
Measurement Design for Detecting Sparse Signals CoRR (2011)
Yuejie Chi, Louis L. Scharf, Ali Pezeshki, A. Robert Calderbank
Sensitivity to Basis Mismatch in Compressed Sensing. IEEE Trans. Signal Process. 59 (5) (2011)
Zhenliang Zhang, Ali Pezeshki, William Moran, Stephen D. Howard, Edwin K. P. Chong
Error probability bounds for binary relay trees with unreliable communication links. ACSCC (2011)
Zhenliang Zhang, Ali Pezeshki, William Moran, Stephen D. Howard, Edwin K. P. Chong
Error Probability Bounds for Balanced Binary Relay Trees CoRR (2011)
A. Robert Calderbank, Peter G. Casazza, Andreas Heinecke, Gitta Kutyniok, Ali Pezeshki
Sparse fusion frames: existence and construction. Adv. Comput. Math. 35 (1) (2011)
Wenbing Dang, Ali Pezeshki, Stephen D. Howard, William Moran, A. Robert Calderbank
Coordinating complementary waveforms for sidelobe suppression. ACSCC (2011)
Zhenliang Zhang, Ali Pezeshki, William Moran, Stephen D. Howard, Edwin K. P. Chong
Error probability bounds for balanced binary relay trees. CDC/ECC (2011)
Ali Pezeshki, Louis L. Scharf, Edwin K. P. Chong
The geometry of linearly and quadratically constrained optimization problems for signal processing and communications. J. Frankl. Inst. 347 (5) (2010)
Vidarshana W. Bandara, Ali Pezeshki, Anura P. Jayasumana
Modeling spatial and temporal behavior of Internet traffic anomalies. LCN (2010)
Yuejie Chi, Ali Pezeshki, Louis L. Scharf, A. Robert Calderbank
Sensitivity to basis mismatch in compressed sensing. ICASSP (2010)
Ramin Zahedi, Ali Pezeshki, Edwin K. P. Chong
Robust measurement design for detecting sparse signals: Equiangular uniform tight frames and grassmannian packings. ACC (2010)
Ali Pezeshki, A. Robert Calderbank, William Moran, Stephen D. Howard
Doppler Resilient Golay Complementary Waveforms. IEEE Trans. Inf. Theory 54 (9) (2008)
Sina Jafarpour, Ali Pezeshki, A. Robert Calderbank
Experiments with Compressively Sampled Images and a New Debluring-Denoising Algorithm. ISM (2008)
Ali Pezeshki, Barry D. Van Veen, Louis L. Scharf, Henry Cox, Magnus Lundberg Nordenvaad
Eigenvalue Beamforming Using a Multirank MVDR Beamformer and Subspace Selection. IEEE Trans. Signal Process. 56 (5) (2008)
Ali Pezeshki, Gitta Kutyniok, A. Robert Calderbank
Fusion frames and robust dimension reduction. CISS (2008)
Ali Pezeshki, A. Robert Calderbank, William Moran, Stephen D. Howard
Doppler Resilient Waveforms with Perfect Autocorrelation CoRR (2007)
Ali Pezeshki, Louis L. Scharf, John K. Thomas, Barry D. Van Veen
Canonical Coordinates are the Right Coordinates for Low-Rank Gauss-Gauss Detection and Estimation. IEEE Trans. Signal Process. 54 (12) (2006)
Ali Pezeshki, Louis L. Scharf, Mahmood R. Azimi-Sadjadi, Yingbo Hua
Two-channel constrained least squares problems: solutions using power methods and connections with canonical coordinates. IEEE Trans. Signal Process. 53 (1) (2005)
Ali Pezeshki, Louis L. Scharf, Magnus Lundberg, Edwin K. P. Chong
Constrained Quadratic Minimizations for Signal Processing and Communications. CDC/ECC (2005)
Ali Pezeshki, Mahmood R. Azimi-Sadjadi, Louis L. Scharf
A network for recursive extraction of canonical coordinates. Neural Networks 16 (5-6) (2003)