A canonical coordinate decomposition network. - Ali Pezeshki; Mahmood R. Azimi-Sadjadi; Louis L. Scharf (IJCNN, 2003)

A network for recursive extraction of canonical coordinates. - Ali Pezeshki; Mahmood R. Azimi-Sadjadi; Louis L. Scharf (Neural Networks, 2003)

Kernel-based canonical coordinate decomposition of two-channel nonlinear maps. - Ali Pezeshki; Mahmood R. Azimi-Sadjadi; Louis L. Scharf (IJCNN, 2004)

Constrained Quadratic Minimizations for Signal Processing and Communications. - Ali Pezeshki; Louis L. Scharf; Magnus Lundberg; Edwin K. P. Chong (CDC/ECC, 2005)

Relation between kernel CCA and kernel FDA. - Makoto Yamada; Ali Pezeshki; Mahmood R. Azimi-Sadjadi (IJCNN, 2005)

Two-channel constrained least squares problems: solutions using power methods and connections with canonical coordinates. - Ali Pezeshki; Louis L. Scharf; Mahmood R. Azimi-Sadjadi; Yingbo Hua (IEEE Trans. Signal Process., 2005)

Canonical Coordinates are the Right Coordinates for Low-Rank Gauss-Gauss Detection and Estimation. - Ali Pezeshki; Louis L. Scharf; John K. Thomas; Barry D. Van Veen (IEEE Trans. Signal Process., 2006)

Doppler Resilient Waveforms with Perfect Autocorrelation - Ali Pezeshki; A. Robert Calderbank; William Moran 001; Stephen D. Howard (CoRR, 2007)

Fusion frames and robust dimension reduction. - Ali Pezeshki; Gitta Kutyniok; A. Robert Calderbank (CISS, 2008)

Experiments with Compressively Sampled Images and a New Debluring-Denoising Algorithm. - Sina Jafarpour; Ali Pezeshki; A. Robert Calderbank (ISM, 2008)

Doppler Resilient Golay Complementary Waveforms. - Ali Pezeshki; A. Robert Calderbank; William Moran 001; Stephen D. Howard (IEEE Trans. Inf. Theory, 2008)

Eigenvalue Beamforming Using a Multirank MVDR Beamformer and Subspace Selection. - Ali Pezeshki; Barry D. Van Veen; Louis L. Scharf; Henry Cox; Magnus Lundberg Nordenvaad (IEEE Trans. Signal Process., 2008)

Robust measurement design for detecting sparse signals: Equiangular uniform tight frames and grassmannian packings. - Ramin Zahedi; Ali Pezeshki; Edwin K. P. Chong (ACC, 2010)

Modeling spatial and temporal behavior of Internet traffic anomalies. - Vidarshana W. Bandara; Ali Pezeshki; Anura P. Jayasumana (LCN, 2010)

The geometry of linearly and quadratically constrained optimization problems for signal processing and communications. - Ali Pezeshki; Louis L. Scharf; Edwin K. P. Chong (J. Frankl. Inst., 2010)

Coordinating complementary waveforms for sidelobe suppression. - Wenbing Dang; Ali Pezeshki; Stephen D. Howard; William Moran 001; A. Robert Calderbank (ACSCC, 2011)

Sensitivity considerations in compressed sensing. - Louis L. Scharf; Edwin K. P. Chong; Ali Pezeshki; J. Rockey Luo (ACSCC, 2011)

Error probability bounds for binary relay trees with unreliable communication links. - Zhenliang Zhang 001; Ali Pezeshki; William Moran 001; Stephen D. Howard; Edwin K. P. Chong (ACSCC, 2011)

Sparse fusion frames: existence and construction. - A. Robert Calderbank; Peter G. Casazza; Andreas Heinecke; Gitta Kutyniok; Ali Pezeshki (Adv. Comput. Math., 2011)

Error Probability Bounds for Binary Relay Trees with Crummy Sensors - Zhenliang Zhang 001; Ali Pezeshki; William Moran 001; Stephen D. Howard; Edwin K. P. Chong (CoRR, 2011)

Unitary design of radar waveform diversity sets. - Tariq R. Qureshi; Michael D. Zoltowski; A. Robert Calderbank; Ali Pezeshki (Digit. Signal Process., 2011)

Sensitivity to Basis Mismatch in Compressed Sensing. - Yuejie Chi; Louis L. Scharf; Ali Pezeshki; A. Robert Calderbank (IEEE Trans. Signal Process., 2011)

Rate of learning in hierarchical social networks. - Zhenliang Zhang 001; Edwin K. P. Chong; Ali Pezeshki; William Moran 001; Stephen D. Howard (Allerton Conference, 2012)

Submodularity and optimality of fusion rules in balanced binary relay trees. - Zhenliang Zhang 001; Edwin K. P. Chong; Ali Pezeshki; William Moran 001; Stephen D. Howard (CDC, 2012)

Adaptive compressive sampling using partially observable markov decision processes. - Ramin Zahedi; Lucas W. Krakow; Edwin K. P. Chong; Ali Pezeshki (ICASSP, 2012)

Coordinating complementary waveforms across time and frequency. - Wenbing Dang; Ali Pezeshki; Stephen D. Howard; William Moran 001 (SSP, 2012)

Detection performance of M-ary relay trees with non-binary message alphabets. - Zhenliang Zhang 001; Edwin K. P. Chong; Ali Pezeshki; William Moran 001; Stephen D. Howard (SSP, 2012)

Sequential Hypothesis Testing with Broadcast Failures - Zhenliang Zhang 001; Edwin K. P. Chong; Ali Pezeshki; William Moran 001 (CoRR, 2012)

Measurement design for detecting sparse signals. - Ramin Zahedi; Ali Pezeshki; Edwin K. P. Chong (Phys. Commun., 2012)

Error Probability Bounds for Balanced Binary Relay Trees. - Zhenliang Zhang 001; Ali Pezeshki; William Moran 001; Stephen D. Howard; Edwin K. P. Chong (IEEE Trans. Inf. Theory, 2012)

Adaptive compressive measurement design using approximate dynamic programming. - Ramin Zahedi; Lucas W. Krakow; Edwin K. P. Chong; Ali Pezeshki (ACC, 2013)

Near optimality of greedy strategies for string submodular functions with forward and backward curvature constraints. - Zhenliang Zhang 001; Zengfu Wang; Edwin K. P. Chong; Ali Pezeshki; William Moran 001 (CDC, 2013)

Adaptive compressive sensing in the presence of noise and erasure. - Lucas W. Krakow; Ramin Zahedi; Edwin K. P. Chong; Ali Pezeshki (GlobalSIP, 2013)

Analysis of fisher information and the Cramer-Rao bound for nonlinear parameter estimation after compressed sensing. - Pooria Pakrooh; Louis L. Scharf; Ali Pezeshki; Yuejie Chi (ICASSP, 2013)

Asymptotic learning in feedforward networks with binary symmetric channels. - Zhenliang Zhang 001; Edwin K. P. Chong; Ali Pezeshki; William Moran 001 (ICASSP, 2013)

Phenomena discovery in WSNs: A compressive sensing based approach. - Dulanjalie C. Dhanapala; Vidarshana W. Bandara; Ali Pezeshki; Anura P. Jayasumana (ICC, 2013)

Adaptive Estimation of Time-Varying Sparse Signals. - Ramin Zahedi; Lucas W. Krakow; Edwin K. P. Chong; Ali Pezeshki (IEEE Access, 2013)

Near Optimality of Greedy Strategies for String Submodular Functions with Forward and Backward Curvature Constraints - Zhenliang Zhang 001; Edwin K. P. Chong; Ali Pezeshki; William Moran 001 (CoRR, 2013)

Hypothesis Testing in Feedforward Networks With Broadcast Failures. - Zhenliang Zhang 001; Edwin K. P. Chong; Ali Pezeshki; William Moran 001 (IEEE J. Sel. Top. Signal Process., 2013)

Learning in Hierarchical Social Networks. - Zhenliang Zhang 001; Edwin K. P. Chong; Ali Pezeshki; William Moran 001; Stephen D. Howard (IEEE J. Sel. Top. Signal Process., 2013)

Detection Performance in Balanced Binary Relay Trees With Node and Link Failures. - Zhenliang Zhang 001; Edwin K. P. Chong; Ali Pezeshki; William Moran 001; Stephen D. Howard (IEEE Trans. Signal Process., 2013)

Analysis of misfocus effects in compressive optical imaging. - Wenbing Dang; Ali Pezeshki; Randy Bartels (ACSSC, 2014)

Characterization of orthogonal subspaces for alias-free reconstruction of damped complex exponential modes in sparse arrays. - Pooria Pakrooh; Ali Pezeshki; Louis L. Scharf (ACSSC, 2014)

Bounds for approximate dynamic programming based on string optimization and curvature. - Yajing Liu; Edwin K. P. Chong; Ali Pezeshki; William Moran 001 (CDC, 2014)

Spatiotemporal model for Internet traffic anomalies. - Vidarshana W. Bandara; Ali Pezeshki; Anura P. Jayasumana (IET Networks, 2014)

Distribution of the Fisher information loss due to random compressed sensing. - Pooria Pakrooh; Ali Pezeshki; Louis L. Scharf; Douglas Cochran; Stephen D. Howard (ACSSC, 2015)

Performance breakdown in parameter estimation using co-prime arrays. - Pooria Pakrooh; Louis L. Scharf; Ali Pezeshki (ACSSC, 2015)

Bounding the greedy strategy in finite-horizon string optimization. - Yajing Liu; Edwin K. P. Chong; Ali Pezeshki (CDC, 2015)

Modal Analysis Using Sparse and Co-prime Arrays. - Pooria Pakrooh; Louis L. Scharf; Ali Pezeshki (CoRR, 2015)

Subspace selection for projection maximization with matroid constraints. - Zhenliang Zhang 001; Yuan Wang; Edwin K. P. Chong; Ali Pezeshki; Louis L. Scharf (CoRR, 2015)

Analysis of Fisher Information and the Cramér-Rao Bound for Nonlinear Parameter Estimation After Random Compression. - Pooria Pakrooh; Ali Pezeshki; Louis L. Scharf; Douglas Cochran; Stephen D. Howard (IEEE Trans. Signal Process., 2015)

Performance bounds for the k-batch greedy strategy in optimization problems with curvature. - Yajing Liu; Zhenliang Zhang 001; Edwin K. P. Chong; Ali Pezeshki (ACC, 2016)

String Submodular Functions With Curvature Constraints. - Zhenliang Zhang 001; Edwin K. P. Chong; Ali Pezeshki; William Moran 001 (IEEE Trans. Autom. Control., 2016)

Threshold Effects in Parameter Estimation From Compressed Data. - Pooria Pakrooh; Louis L. Scharf; Ali Pezeshki (IEEE Trans. Signal Process., 2016)

Modal Analysis Using Co-Prime Arrays. - Pooria Pakrooh; Louis L. Scharf; Ali Pezeshki (IEEE Trans. Signal Process., 2016)

A Holistic Approach to Transforming Undergraduate Electrical Engineering Education. - 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; et al. (IEEE Access, 2017)

Near-Optimal Distributed Detection in Balanced Binary Relay Trees. - Zhenliang Zhang 001; Edwin K. P. Chong; Ali Pezeshki; William Moran 001; Stephen D. Howard (IEEE Trans. Control. Netw. Syst., 2017)

Subspace Selection for Projection Maximization With Matroid Constraints. - Zhenliang Zhang 001; Yuan Wang; Edwin K. P. Chong; Ali Pezeshki (IEEE Trans. Signal Process., 2017)

Extending Polymatroid Set Functions With Curvature and Bounding the Greedy Strategy. - Yajing Liu; Edwin K. P. Chong; Ali Pezeshki (SSP, 2018)

Performance bounds for Nash equilibria in submodular utility systems with user groups. - Yajing Liu; Edwin K. P. Chong; Ali Pezeshki (J. Control. Decis., 2018)

Performance Bounds with Curvature for Batched Greedy Optimization. - Yajing Liu; Zhenliang Zhang 001; Edwin K. P. Chong; Ali Pezeshki (J. Optim. Theory Appl., 2018)

A Multiple Kernel Machine with Incremental Learning using Sparse Representation. - Ali Pezeshki; Mahmood R. Azimi-Sadjadi; Christopher Robbiano (IJCNN, 2019)

Improved bounds for the greedy strategy in optimization problems with curvature. - Yajing Liu; Edwin K. P. Chong; Ali Pezeshki (J. Comb. Optim., 2019)

Coordinating Complementary Waveforms for Suppressing Range Sidelobes in a Doppler Band. - Wenbing Dang; Ali Pezeshki; Stephen D. Howard; William Moran 001; A. Robert Calderbank (CoRR, 2020)

Submodular optimization problems and greedy strategies: A survey. - Yajing Liu; Edwin K. P. Chong; Ali Pezeshki; Zhenliang Zhang 001 (Discret. Event Dyn. Syst., 2020)

A General Framework for Bounding Approximate Dynamic Programming Schemes. - Yajing Liu; Edwin K. P. Chong; Ali Pezeshki; Zhenliang Zhang 001 (IEEE Control. Syst. Lett., 2021)

A Simple Formula for the Moments of Unitarily Invariant Matrix Distributions. - Stephen D. Howard; Ali Pezeshki (ICASSP, 2022)

Group-Theoretic Wideband Radar Waveform Design. - Kumar Vijay Mishra; Samuel Pinilla; Ali Pezeshki; A. Robert Calderbank (ISIT, 2022)

Toward Data-Driven STAP Radar. - Shyam Venkatasubramanian; Chayut Wongkamthong; Mohammadreza Soltani; Bosung Kang; Sandeep Gogineni; Ali Pezeshki; Muralidhar Rangaswamy; Vahid Tarokh (CoRR, 2022)

Toward Data-Driven Radar STAP. - Shyam Venkatasubramanian; Sandeep Gogineni; Bosung Kang; Ali Pezeshki; Muralidhar Rangaswamy; Vahid Tarokh (CoRR, 2022)

Bayesian Learning of Occupancy Grids. - Christopher Robbiano; Edwin K. P. Chong; Mahmood R. Azimi-Sadjadi; Louis L. Scharf; Ali Pezeshki (IEEE Trans. Intell. Transp. Syst., 2022)

An Improved Greedy Curvature Bound in Finite-Horizon String Optimization with an Application to a Sensor Coverage Problem. - Brandon Van Over; Bowen Li 004; Edwin K. P. Chong; Ali Pezeshki (CDC, 2023)

A Radar-Jammer Zero-Sum Repeated Bayesian Game. - Sofia Suvorova; Ali Pezeshki; Ross Kyprianou; Bill Moran 001 (ICASSP, 2023)

Subspace Perturbation Analysis for Data-Driven Radar Target Localization. - Shyam Venkatasubramanian; Sandeep Gogineni; Bosung Kang; Ali Pezeshki; Muralidhar Rangaswamy; Vahid Tarokh (CoRR, 2023)

An Improved Greedy Curvature Bound for Finite-Horizon String Optimization in Sensor Coverage Problem. - Brandon Van Over; Bowen Li 004; Edwin K. P. Chong; Ali Pezeshki (CoRR, 2023)

On Bounds for Greedy Schemes in String Optimization based on Greedy Curvatures. - Bowen Li 004; Brandon Van Over; Edwin K. P. Chong; Ali Pezeshki (CDC, 2024)

Recursive Least Squares With Minimax Concave Penalty Regularization for Adaptive System Identification. - Bowen Li 004; Suya Wu; Erin E. Tripp; Ali Pezeshki; Vahid Tarokh (IEEE Access, 2024)

Data-Driven Target Localization: Benchmarking Gradient Descent Using the Cramér-Rao Bound. - Shyam Venkatasubramanian; Sandeep Gogineni; Bosung Kang; Ali Pezeshki; Muralidhar Rangaswamy; Vahid Tarokh (CoRR, 2024)

RASPNet: A Benchmark Dataset for Radar Adaptive Signal Processing Applications. - Shyam Venkatasubramanian; Bosung Kang; Ali Pezeshki; Muralidhar Rangaswamy; Vahid Tarokh (CoRR, 2024)

A Performance Bound for the Greedy Algorithm in a Generalized Class of String Optimization Problems. - Brandon Van Over; Bowen Li 004; Edwin K. P. Chong; Ali Pezeshki (CoRR, 2024)

Offline Stochastic Optimization of Black-Box Objective Functions. - Juncheng Dong; Zihao Wu; Hamid Jafarkhani; Ali Pezeshki; Vahid Tarokh (CoRR, 2024)

Steinmetz Neural Networks for Complex-Valued Data. - Shyam Venkatasubramanian; Ali Pezeshki; Vahid Tarokh (AISTATS, 2025)