Santhosh Karnik

19 papers A* 1A 1Misc 2Journal 13Unranked 1
YearRankTypeTitle / Venue / Authors
2025 A* conf
Implicit Regularization for Tubal Tensor Factorizations via Gradient Descent.
ICML
Santhosh Karnik, Anna Veselovska, Mark A. Iwen, Felix Krahmer
2024 J jnl
Implicit Regularization for Tubal Tensor Factorizations via Gradient Descent.
CoRR
Santhosh Karnik, Anna Veselovska, Mark A. Iwen, Felix Krahmer
2024 J jnl
Neural network approximation of continuous functions in high dimensions with applications to inverse problems.
J. Comput. Appl. Math.
Santhosh Karnik, Rongrong Wang, Mark A. Iwen
2024 J jnl
Tensor Deli: Tensor Completion for Low CP-Rank Tensors via Random Sampling.
CoRR
Cullen Haselby, Mark A. Iwen, Santhosh Karnik, Rongrong Wang
2023 J jnl
Iterative Broadband Source Localization.
IEEE J. Sel. Areas Inf. Theory
Coleman DeLude, Rakshith Sharma Srinivasa, Santhosh Karnik, Christopher Hood, Mark A. Davenport, Justin Romberg
2023 J jnl
Tensor Sandwich: Tensor Completion for Low CP-Rank Tensors via Adaptive Random Sampling.
CoRR
Cullen Haselby, Santhosh Karnik, Mark A. Iwen
2022 Misc conf
Delta Distancing: A Lifting Approach to Localizing Items from User Comparisons.
ICASSP
Andrew D. McRae, Austin Xu, Jihui Jin, Namrata Nadagouda, Nauman Ahad, Peimeng Guan, Santhosh Karnik, Mark A. Davenport
2022 A conf
Harmless interpolation in regression and classification with structured features.
AISTATS
Andrew D. McRae, Santhosh Karnik, Mark A. Davenport, Vidya K. Muthukumar
2022 J jnl
Neural Network Approximation of Lipschitz Functions in High Dimensions with Applications to Inverse Problems.
CoRR
Santhosh Karnik, Rongrong Wang, Mark A. Iwen
2022 J jnl
Thomson's Multitaper Method Revisited.
IEEE Trans. Inf. Theory
Santhosh Karnik, Justin Romberg, Mark A. Davenport
2021 — —
Fast Algorithms for Sampled Multiband Signals.
Santhosh Karnik
2021 J jnl
Harmless interpolation in regression and classification with structured features.
CoRR
Andrew D. McRae, Santhosh Karnik, Mark A. Davenport, Vidya Muthukumar
2021 J jnl
Thomson's Multitaper Method Revisited.
CoRR
Santhosh Karnik, Justin Romberg, Mark A. Davenport
2018 J jnl
ROAST: Rapid Orthogonal Approximate Slepian Transform.
IEEE Trans. Signal Process.
Zhihui Zhu, Santhosh Karnik, Michael B. Wakin, Mark A. Davenport, Justin Romberg
2018 J jnl
The Eigenvalue Distribution of Discrete Periodic Time-Frequency Limiting Operators.
IEEE Signal Process. Lett.
Zhihui Zhu, Santhosh Karnik, Mark A. Davenport, Justin Romberg, Michael B. Wakin
2017 Misc conf
Fast orthogonal approximations of sampled sinusoids and bandlimited signals.
ICASSP
Zhihui Zhu, Santhosh Karnik, Michael B. Wakin, Mark A. Davenport, Justin K. Romberg
2017 J jnl
ROAST: Rapid Orthogonal Approximate Slepian Transform.
CoRR
Zhihui Zhu, Santhosh Karnik, Michael B. Wakin, Mark A. Davenport, Justin Romberg
2017 J jnl
The Eigenvalue Distribution of Discrete Periodic Time-Frequency Limiting Operators.
CoRR
Zhihui Zhu, Santhosh Karnik, Mark A. Davenport, Justin Romberg, Michael B. Wakin
2016 — conf
Fast computations for approximation and compression in Slepian spaces.
GlobalSIP
Santhosh Karnik, Zhihui Zhu, Michael B. Wakin, Justin K. Romberg, Mark A. Davenport