| Improved bounds for the eigenvalues of prolate spheroidal wave functions and discrete prolate spheroidal sequences S Karnik, J Romberg, MA Davenport Applied and Computational Harmonic Analysis 55, 97-128, 2021 | 40 | 2021 |
| The fast Slepian transform S Karnik, Z Zhu, MB Wakin, J Romberg, MA Davenport Applied and Computational Harmonic Analysis 46 (3), 624-652, 2019 | 40 | 2019 |
| The eigenvalue distribution of discrete periodic time-frequency limiting operators Z Zhu, S Karnik, MA Davenport, J Romberg, MB Wakin IEEE Signal Processing Letters 25 (1), 95-99, 2017 | 24 | 2017 |
| Thomson’s multitaper method revisited S Karnik, J Romberg, MA Davenport IEEE Transactions on Information Theory 68 (7), 4864-4891, 2022 | 19 | 2022 |
| Harmless interpolation in regression and classification with structured features AD McRae, S Karnik, M Davenport, VK Muthukumar International Conference on Artificial Intelligence and Statistics, 5853-5875, 2022 | 15 | 2022 |
| Fast computations for approximation and compression in Slepian spaces S Karnik, Z Zhu, MB Wakin, JK Romberg, MA Davenport 2016 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2016 | 11 | 2016 |
| ROAST: Rapid orthogonal approximate Slepian transform Z Zhu, S Karnik, MB Wakin, MA Davenport, J Romberg IEEE Transactions on Signal Processing 66 (22), 5887-5901, 2018 | 8 | 2018 |
| Broadband beamforming via linear embedding C DeLude, S Karnik, M Davenport, J Romberg arXiv preprint arXiv:2206.07143, 2022 | 7 | 2022 |
| Fast multitaper spectral estimation S Karnik, J Romberg, MA Davenport 2019 13th International conference on Sampling Theory and Applications …, 2019 | 7 | 2019 |
| Neural Network Approximation of Continuous Functions in High Dimensions with Applications to Inverse Problems S Karnik, R Wang, M Iwen Journal of Computational and Applied Mathematics 438, 2024 | 4 | 2024 |
| Fast orthogonal approximations of sampled sinusoids and bandlimited signals Z Zhu, S Karnik, MB Wakin, MA Davenport, JK Romberg 2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017 | 4 | 2017 |
| Tensor Deli: Tensor Completion for Low CP-Rank Tensors via Random Sampling C Haselby, M Iwen, S Karnik, R Wang arXiv preprint arXiv:2403.09932, 2024 | 2 | 2024 |
| Iterative Broadband Source Localization C DeLude, RS Srinivasa, S Karnik, C Hood, MA Davenport, J Romberg IEEE Journal on Selected Areas in Information Theory, 2023 | 2 | 2023 |
| Tensor Sandwich: Tensor Completion for Low CP-Rank Tensors via Adaptive Random Sampling C Haselby, S Karnik, M Iwen 2023 14th International Conference on Sampling Theory and Applications …, 2023 | 2 | 2023 |
| Bandlimited signal reconstruction from nonuniform samples S Karnik, J Romberg, MA Davenport Proceedings of the Workshop on Signal Processing with Adaptive Sparse …, 2019 | 2 | 2019 |
| Implicit Regularization for Tubal Tensor Factorizations via Gradient Descent S Karnik, A Veselovska, M Iwen, F Krahmer arXiv preprint arXiv:2410.16247, 2024 | | 2024 |
| Low dimensional encoding broadband beamformer with reduced hardware arrays C Delude, J Romberg, M Davenport, S Karnik, RS Srinivasa US Patent App. 18/270,145, 2024 | | 2024 |
| Delta Distancing: A Lifting Approach to Localizing Items from User Comparisons AD McRae, A Xu, J Jin, N Nadagouda, N Ahad, P Guan, S Karnik, ... ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | | 2022 |
| Fast Algorithms for Sampled Multiband Signals S Karnik Georgia Institute of Technology, 2021 | | 2021 |
Mark A. DavenportProfessor of Electrical & Computer Engineering, Georgia Institute of TechnologyVerified email at gatech.edu