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2020 – today
- 2024
[j30]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: 66993-67004 (2024)- [i25]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 abs/2401.11176 (2024) - [i24]Bowen Li, Brandon Van Over, Edwin K. P. Chong, Ali Pezeshki:
On Bounds for Greedy Schemes in String Optimization based on Greedy Curvatures. CoRR abs/2404.06669 (2024) - [i23]Shyam Venkatasubramanian, Bosung Kang, Ali Pezeshki, Muralidhar Rangaswamy, Vahid Tarokh:
RASPNet: A Benchmark Dataset for Radar Adaptive Signal Processing Applications. CoRR abs/2406.09638 (2024) - [i22]Brandon Van Over, Bowen Li, Edwin K. P. Chong, Ali Pezeshki:
A Performance Bound for the Greedy Algorithm in a Generalized Class of String Optimization Problems. CoRR abs/2409.05020 (2024) - [i21]Shyam Venkatasubramanian, Ali Pezeshki, Vahid Tarokh:
Steinmetz Neural Networks for Complex-Valued Data. CoRR abs/2409.10075 (2024) - 2023
- [c35]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: 1257-1262 - [c34]Sofia Suvorova, Ali Pezeshki, Ross Kyprianou, Bill Moran:
A Radar-Jammer Zero-Sum Repeated Bayesian Game. ICASSP 2023: 1-5 - [i20]Shyam Venkatasubramanian, Sandeep Gogineni, Bosung Kang, Ali Pezeshki, Muralidhar Rangaswamy, Vahid Tarokh:
Subspace Perturbation Analysis for Data-Driven Radar Target Localization. CoRR abs/2303.08241 (2023) - [i19]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 abs/2308.15758 (2023) - 2022
- [j29]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): 1073-1084 (2022) - [c33]Stephen D. Howard, Ali Pezeshki:
A Simple Formula for the Moments of Unitarily Invariant Matrix Distributions. ICASSP 2022: 8992-8996 - [c32]Kumar Vijay Mishra, Samuel Pinilla, Ali Pezeshki, A. Robert Calderbank:
Group-Theoretic Wideband Radar Waveform Design. ISIT 2022: 1821-1825 - [i18]Shyam Venkatasubramanian, Chayut Wongkamthong, Mohammadreza Soltani, Bosung Kang, Sandeep Gogineni, Ali Pezeshki, Muralidhar Rangaswamy, Vahid Tarokh:
Toward Data-Driven STAP Radar. CoRR abs/2201.10712 (2022) - [i17]Kumar Vijay Mishra, Samuel Pinilla, Ali Pezeshki, A. Robert Calderbank:
Group-Theoretic Wideband Radar Waveform Design. CoRR abs/2207.00959 (2022) - [i16]Shyam Venkatasubramanian, Sandeep Gogineni, Bosung Kang, Ali Pezeshki, Muralidhar Rangaswamy, Vahid Tarokh:
Toward Data-Driven Radar STAP. CoRR abs/2209.02890 (2022) - 2021
- [j28]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): 463-468 (2021) - 2020
- [j27]Yajing Liu, Edwin K. P. Chong, Ali Pezeshki, Zhenliang Zhang:
Submodular optimization problems and greedy strategies: A survey. Discret. Event Dyn. Syst. 30(3): 381-412 (2020) - [i15]Wenbing Dang, Ali Pezeshki, Stephen D. Howard, William Moran, A. Robert Calderbank:
Coordinating Complementary Waveforms for Suppressing Range Sidelobes in a Doppler Band. CoRR abs/2001.09397 (2020)
2010 – 2019
- 2019
- [j26]Yajing Liu, Edwin K. P. Chong, Ali Pezeshki:
Improved bounds for the greedy strategy in optimization problems with curvature. J. Comb. Optim. 37(4): 1126-1149 (2019) - [c31]Ali Pezeshki, Mahmood R. Azimi-Sadjadi, Christopher Robbiano:
A Multiple Kernel Machine with Incremental Learning using Sparse Representation. IJCNN 2019: 1-8 - 2018
- [j25]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): 1-18 (2018) - [j24]Yajing Liu, Zhenliang Zhang, Edwin K. P. Chong, Ali Pezeshki:
Performance Bounds with Curvature for Batched Greedy Optimization. J. Optim. Theory Appl. 177(2): 535-562 (2018) - [c30]Yajing Liu, Edwin K. P. Chong, Ali Pezeshki:
Extending Polymatroid Set Functions With Curvature and Bounding the Greedy Strategy. SSP 2018: 318-322 - 2017
- [j23]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: 8148-8161 (2017) - [j22]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): 826-837 (2017) - [j21]Zhenliang Zhang, Yuan Wang, Edwin K. P. Chong, Ali Pezeshki:
Subspace Selection for Projection Maximization With Matroid Constraints. IEEE Trans. Signal Process. 65(5): 1339-1351 (2017) - 2016
- [j20]Zhenliang Zhang, Edwin K. P. Chong, Ali Pezeshki, William Moran:
String Submodular Functions With Curvature Constraints. IEEE Trans. Autom. Control. 61(3): 601-616 (2016) - [j19]Pooria Pakrooh, Louis L. Scharf, Ali Pezeshki:
Threshold Effects in Parameter Estimation From Compressed Data. IEEE Trans. Signal Process. 64(9): 2345-2354 (2016) - [j18]Pooria Pakrooh, Louis L. Scharf, Ali Pezeshki:
Modal Analysis Using Co-Prime Arrays. IEEE Trans. Signal Process. 64(9): 2429-2442 (2016) - [c29]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: 7177-7182 - [i14]Yajing Liu, Edwin K. P. Chong, Ali Pezeshki:
Performance Bounds for Nash Equilibria in Submodular Utility Systems with User Groups. CoRR abs/1603.04893 (2016) - 2015
- [j17]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): 6423-6428 (2015) - [c28]Pooria Pakrooh, Louis L. Scharf, Ali Pezeshki:
Performance breakdown in parameter estimation using co-prime arrays. ACSSC 2015: 367-369 - [c27]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: 1487-1489 - [c26]Yajing Liu, Edwin K. P. Chong, Ali Pezeshki:
Bounding the greedy strategy in finite-horizon string optimization. CDC 2015: 3900-3905 - [i13]Pooria Pakrooh, Louis L. Scharf, Ali Pezeshki:
Modal Analysis Using Sparse and Co-prime Arrays. CoRR abs/1504.01258 (2015) - [i12]Pooria Pakrooh, Louis L. Scharf, Ali Pezeshki:
Threshold Effects in Parameter Estimation from Compressed Data. CoRR abs/1505.07431 (2015) - [i11]Zhenliang Zhang, Yuan Wang, Edwin K. P. Chong, Ali Pezeshki, Louis L. Scharf:
Subspace selection for projection maximization with matroid constraints. CoRR abs/1507.04822 (2015) - 2014
- [j16]Vidarshana W. Bandara, Ali Pezeshki, Anura P. Jayasumana:
Spatiotemporal model for Internet traffic anomalies. IET Networks 3(1): 41-53 (2014) - [c25]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: 97-100 - [c24]Wenbing Dang, Ali Pezeshki, Randy Bartels:
Analysis of misfocus effects in compressive optical imaging. ACSSC 2014: 316-319 - [c23]Yajing Liu, Edwin K. P. Chong, Ali Pezeshki, William Moran:
Bounds for approximate dynamic programming based on string optimization and curvature. CDC 2014: 6653-6658 - 2013
- [j15]Ramin Zahedi, Lucas W. Krakow, Edwin K. P. Chong, Ali Pezeshki:
Adaptive Estimation of Time-Varying Sparse Signals. IEEE Access 1: 449-464 (2013) - [j14]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): 305-317 (2013) - [j13]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): 797-810 (2013) - [j12]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): 2165-2177 (2013) - [c22]Ramin Zahedi, Lucas W. Krakow, Edwin K. P. Chong, Ali Pezeshki:
Adaptive compressive measurement design using approximate dynamic programming. ACC 2013: 2442-2447 - [c21]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: 5156-5161 - [c20]Lucas W. Krakow, Ramin Zahedi, Edwin K. P. Chong, Ali Pezeshki:
Adaptive compressive sensing in the presence of noise and erasure. GlobalSIP 2013: 133-136 - [c19]Pooria Pakrooh, Ali Pezeshki, Louis L. Scharf:
Threshold effects in parameter estimation from compressed data. GlobalSIP 2013: 997-1000 - [c18]Zhenliang Zhang, Edwin K. P. Chong, Ali Pezeshki, William Moran:
Asymptotic learning in feedforward networks with binary symmetric channels. ICASSP 2013: 6610-6614 - [c17]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: 6630-6634 - [c16]Dulanjalie C. Dhanapala, Vidarshana W. Bandara, Ali Pezeshki, Anura P. Jayasumana:
Phenomena discovery in WSNs: A compressive sensing based approach. ICC 2013: 1851-1856 - [i10]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 abs/1303.3018 (2013) - 2012
- [j11]Ramin Zahedi, Ali Pezeshki, Edwin K. P. Chong:
Measurement design for detecting sparse signals. Phys. Commun. 5(2): 64-75 (2012) - [j10]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): 3548-3563 (2012) - [c15]Zhenliang Zhang, Edwin K. P. Chong, Ali Pezeshki, William Moran, Stephen D. Howard:
Rate of learning in hierarchical social networks. Allerton Conference 2012: 2010-2017 - [c14]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: 3802-3807 - [c13]Ramin Zahedi, Lucas W. Krakow, Edwin K. P. Chong, Ali Pezeshki:
Adaptive compressive sampling using partially observable markov decision processes. ICASSP 2012: 5269-5272 - [c12]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: 792-795 - [c11]Wenbing Dang, Ali Pezeshki, Stephen D. Howard, William Moran:
Coordinating complementary waveforms across time and frequency. SSP 2012: 868-871 - [i9]Wenbing Dang, Ali Pezeshki, Stephen D. Howard, William Moran, A. Robert Calderbank:
Coordinating Complementary Waveforms for Sidelobe Suppression. CoRR abs/1202.0919 (2012) - [i8]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 abs/1206.0244 (2012) - [i7]Zhenliang Zhang, Edwin K. P. Chong, Ali Pezeshki, William Moran, Stephen D. Howard:
Rate of Learning in Hierarchical Social Networks. CoRR abs/1206.0652 (2012) - [i6]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 abs/1210.4507 (2012) - [i5]Zhenliang Zhang, Edwin K. P. Chong, Ali Pezeshki, William Moran:
Sequential Hypothesis Testing with Broadcast Failures. CoRR abs/1211.4518 (2012) - 2011
- [j9]A. Robert Calderbank, Peter G. Casazza, Andreas Heinecke, Gitta Kutyniok, Ali Pezeshki:
Sparse fusion frames: existence and construction. Adv. Comput. Math. 35(1): 1-31 (2011) - [j8]Tariq R. Qureshi, Michael D. Zoltowski, A. Robert Calderbank, Ali Pezeshki:
Unitary design of radar waveform diversity sets. Digit. Signal Process. 21(5): 552-567 (2011) - [j7]Yuejie Chi, Louis L. Scharf, Ali Pezeshki, A. Robert Calderbank:
Sensitivity to Basis Mismatch in Compressed Sensing. IEEE Trans. Signal Process. 59(5): 2182-2195 (2011) - [c10]Louis L. Scharf, Edwin K. P. Chong, Ali Pezeshki, J. Rockey Luo:
Sensitivity considerations in compressed sensing. ACSCC 2011: 744-748 - [c9]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: 1869-1873 - [c8]Wenbing Dang, Ali Pezeshki, Stephen D. Howard, William Moran, A. Robert Calderbank:
Coordinating complementary waveforms for sidelobe suppression. ACSCC 2011: 2096-2100 - [c7]Zhenliang Zhang, Ali Pezeshki, William Moran, Stephen D. Howard, Edwin K. P. Chong:
Error probability bounds for balanced binary relay trees. CDC/ECC 2011: 7876-7881 - [i4]Zhenliang Zhang, Ali Pezeshki, William Moran, Stephen D. Howard, Edwin K. P. Chong:
Error Probability Bounds for Balanced Binary Relay Trees. CoRR abs/1105.1187 (2011) - [i3]Zhenliang Zhang, Ali Pezeshki, William Moran, Stephen D. Howard, Edwin K. P. Chong:
Error Probability Bounds for Binary Relay Trees with Crummy Sensors. CoRR abs/1106.0061 (2011) - [i2]Ramin Zahedi, Ali Pezeshki, Edwin K. P. Chong:
Measurement Design for Detecting Sparse Signals. CoRR abs/1107.1824 (2011) - 2010
- [j6]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): 818-835 (2010) - [c6]Ramin Zahedi, Ali Pezeshki, Edwin K. P. Chong:
Robust measurement design for detecting sparse signals: Equiangular uniform tight frames and grassmannian packings. ACC 2010: 4070-4075 - [c5]Yuejie Chi, Ali Pezeshki, Louis L. Scharf, A. Robert Calderbank:
Sensitivity to basis mismatch in compressed sensing. ICASSP 2010: 3930-3933 - [c4]Vidarshana W. Bandara, Ali Pezeshki, Anura P. Jayasumana:
Modeling spatial and temporal behavior of Internet traffic anomalies. LCN 2010: 384-391
2000 – 2009
- 2008
- [j5]Ali Pezeshki, A. Robert Calderbank, William Moran, Stephen D. Howard:
Doppler Resilient Golay Complementary Waveforms. IEEE Trans. Inf. Theory 54(9): 4254-4266 (2008) - [j4]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): 1954-1967 (2008) - [c3]Ali Pezeshki, Gitta Kutyniok, A. Robert Calderbank:
Fusion frames and robust dimension reduction. CISS 2008: 264-268 - [c2]Sina Jafarpour, Ali Pezeshki, A. Robert Calderbank:
Experiments with Compressively Sampled Images and a New Debluring-Denoising Algorithm. ISM 2008: 66-73 - 2007
- [i1]Ali Pezeshki, A. Robert Calderbank, William Moran, Stephen D. Howard:
Doppler Resilient Waveforms with Perfect Autocorrelation. CoRR abs/cs/0703057 (2007) - 2006
- [j3]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): 4817-4820 (2006) - 2005
- [j2]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): 121-135 (2005) - [c1]Ali Pezeshki, Louis L. Scharf, Magnus Lundberg, Edwin K. P. Chong:
Constrained Quadratic Minimizations for Signal Processing and Communications. CDC/ECC 2005: 7949-7953 - 2003
- [j1]Ali Pezeshki, Mahmood R. Azimi-Sadjadi, Louis L. Scharf:
A network for recursive extraction of canonical coordinates. Neural Networks 16(5-6): 801-808 (2003)
Coauthor Index
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