MD
Mark Davenport
cs.LGcs.ITmath.ITeess.SPstat.MLmath.STstat.THcs.NAmath.NAcs.AI
On Valency
published · living versionsW_djx74j47·v1 · currentpublished
Preprints & journals
57 papers in the corpus · 2009–2026Active Query Synthesis for Preference Learning2605.26072v1 · Namrata Nadagouda, Nauman Ahad, Maegan Tucker et al.2026 · 0 citationsarXiv
LORE: Jointly Learning the Intrinsic Dimensionality and Relative Similarity Structure From Ordinal Data2602.04192v3 · Vivek Anand, Alec Helbling, Mark A. Davenport et al.2026 · 0 citationsarXiv
A Fast Broadband Beamspace Transformation2512.08887v2 · Nakul Singh, Coleman DeLude, Mark Davenport et al.2025 · 1 citationarXiv
SGD Jittering: A Training Strategy for Robust and Accurate Model-Based Architectures2410.14667v3 · Peimeng Guan, Mark A. Davenport2024 · 0 citationsarXiv
Robust Broadband Beamforming using Bilinear Programming2406.16304v1 · Nakul Singh, Coleman DeLude, Mark A. Davenport et al.2024 · 2 citationsarXiv
Solving Inverse Problems with Model Mismatch using Untrained Neural Networks within Model-based Architectures2403.04847v2 · Peimeng Guan, Naveed Iqbal, Mark A. Davenport et al.2024 · 2 citationsarXiv
Data-Adaptive Symmetric CUSUM for Sequential Change Detection.40241737 · Ahad, Nauman, Davenport, Mark A, Xie, Yao2025 · 5 citationsSequential analysis. 2024;43(1):1-27
Slepian Beamforming: Broadband Beamforming using Streaming Least Squares2312.03922v1 · Coleman DeLude, Mark A. Davenport, Justin Romberg2023 · 2 citationsarXiv
Perceptual adjustment queries and an inverted measurement paradigm for low-rank metric learning2309.04626v1 · Austin Xu, Andrew D. McRae, Jingyan Wang et al.2023 · 1 citationarXiv
Distance preservation in state-space methods for detecting causal interactions in dynamical systems2308.06855v1 · Matthew O'Shaughnessy, Mark Davenport, Christopher Rozell2023 · 0 citationsarXiv
Learned Proximal Operator for Solving Seismic Deconvolution Problem2307.10030v1 · Peimeng Guan, Naveed Iqbal, Mark A. Davenport et al.2023 · 1 citationarXiv
New Equivalences Between Interpolation and SVMs: Kernels and Structured Features2305.02304v1 · Chiraag Kaushik, Andrew D. McRae, Mark A. Davenport et al.2023 · 4 citationsarXiv
Iterative Broadband Source Localization2210.11669v1 · Coleman DeLude, Rakshith Sharma, Santhosh Karnik et al.2022 · 6 citationsarXiv
Loop Unrolled Shallow Equilibrium Regularizer (LUSER) -- A Memory-Efficient Inverse Problem Solver2210.04987v2 · Peimeng Guan, Jihui Jin, Justin Romberg et al.2022 · 1 citationarXiv
Broadband Beamforming via Linear Embedding2206.07143v1 · Coleman DeLude, Santhosh Karnik, Mark Davenport et al.2022 · 8 citationsarXiv
Learning Sinkhorn divergences for supervised change point detection2202.04000v3 · Nauman Ahad, Eva L. Dyer, Keith B. Hengen et al.2022 · 3 citationsarXiv
Active metric learning and classification using similarity queries2202.01953v1 · Namrata Nadagouda, Austin Xu, Mark A. Davenport2022 · 5 citationsarXiv
Harmless interpolation in regression and classification with structured features2111.05198v2 · Andrew D. McRae, Santhosh Karnik, Mark A. Davenport et al.2021 · 1 citationarXiv
Optimal convex lifted sparse phase retrieval and PCA with an atomic matrix norm regularizer2111.04652v2 · Andrew D. McRae, Justin Romberg, Mark A. Davenport2021 · 6 citationsarXiv
Deep inference of latent dynamics with spatio-temporal super-resolution using selective backpropagation through time2111.00070v1 · Feng Zhu, Andrew R. Sedler, Harrison A. Grier et al.2021 · 6 citationsarXiv
Validating a wheelchair in-seat activity tracker.33617402 · Ahad, Nauman, Sonenblum, Sharon E, Davenport, Mark A et al.2022 · 14 citationsAssistive technology : the official journal of RESNA. 2022;34(5):588-598
Thomson's Multitaper Method Revisited2103.11586v1 · Santhosh Karnik, Justin Romberg, Mark A. Davenport2021 · 28 citationsarXiv
Semi-supervised sequence classification through change point detection2009.11829v2 · Nauman Ahad, Mark A. Davenport2020 · 5 citationsarXiv
Simultaneous Preference and Metric Learning from Paired Comparisons2009.02302v2 · Austin Xu, Mark A. Davenport2020 · 4 citationsarXiv
Generative causal explanations of black-box classifiers2006.13913v2 · Matthew O'Shaughnessy, Gregory Canal, Marissa Connor et al.2020 · 33 citationsarXiv
Sample complexity and effective dimension for regression on manifolds2006.07642v3 · Andrew McRae, Justin Romberg, Mark Davenport2020 · 0 citationsarXiv
Improved bounds for the eigenvalues of prolate spheroidal wave functions and discrete prolate spheroidal sequences2006.00427v2 · Santhosh Karnik, Justin Romberg, Mark A. Davenport2020 · 31 citationsarXiv
Dynamic Knowledge embedding and tracing2005.09109v1 · Liangbei Xu, Mark A. Davenport2020 · 8 citationsarXiv
Localized sketching for matrix multiplication and ridge regression2003.09097v1 · Rakshith S Srinivasa, Mark A Davenport, Justin Romberg2020 · 2 citationsarXiv
Low-rank matrix completion and denoising under Poisson noise1907.05325v2 · Andrew D. McRae, Mark A. Davenport2019 · 14 citationsarXiv
Active embedding search via noisy paired comparisons1905.04363v2 · Gregory H. Canal, Andrew K. Massimino, Mark A. Davenport et al.2019 · 1 citationarXiv
Sparse Bayesian Learning with Dynamic Filtering for Inference of Time-Varying Sparse Signals1902.05362v2 · Matthew R. O'Shaughnessy, Mark A. Davenport, Christopher J. Rozell2019 · 24 citationsIEEE Transactions on Signal Processing, Dec. 2019
Trading beams for bandwidth: Imaging with randomized beamforming1902.00075v1 · Rakshith Sharma Srinivasa, Mark A. Davenport, Justin Romberg2019 · 1 citationarXiv
Sparse Recovery Methods for Cell Detection and Layer Estimation10.1101/445742v4 · LaGrow, T. J., Moore, M. G., Prasad, J. A. et al.2018 · 1 citationbioRxiv
Approximating Cellular Densities from High-Resolution Neuroanatomical Imaging Data.30440243 · LaGrow, Theodore J, Moore, Michael G, Prasad, Judy A et al.2019 · 9 citationsAnnual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference. 2018;2018:1-4
Estimation of Poisson arrival processes under linear models1803.00980v2 · Michael G. Moore, Mark A. Davenport2018 · 2 citationsarXiv
As you like it: Localization via paired comparisons1802.10489v2 · Andrew K. Massimino, Mark A. Davenport2018 · 8 citationsarXiv
ROAST: Rapid Orthogonal Approximate Slepian Transform1712.04613v2 · Zhihui Zhu, Santhosh Karnik, Michael B. Wakin et al.2017 · 7 citationsarXiv
A unified framework for manifold landmarking1710.09334v2 · Hongteng Xu, Licheng Yu, Mark Davenport et al.2017 · 2 citationsarXiv
The Eigenvalue Distribution of Discrete Periodic Time-Frequency Limiting Operators1707.05344v1 · Zhihui Zhu, Santhosh Karnik, Mark A. Davenport et al.2017 · 24 citationsarXiv
The Fast Slepian Transform1611.04950v2 · Santhosh Karnik, Zhihui Zhu, Michael B. Wakin et al.2016 · 42 citationsarXiv
Dynamic matrix recovery from incomplete observations under an exact low-rank constraint1610.09420v1 · Liangbei Xu, Mark A. Davenport2016 · 21 citationsarXiv
An overview of low-rank matrix recovery from incomplete observations1601.06422v1 · Mark A. Davenport, Justin Romberg2016 · 439 citationsarXivon Valency
Constrained adaptive sensing1506.05889v2 · Mark A. Davenport, Andrew K. Massimino, Deanna Needell et al.2015 · 26 citationsarXiv
1-Bit Matrix Completion1209.3672v3 · Mark A. Davenport, Yaniv Plan, Ewout van den Berg et al.2012 · 277 citationsarXiv
Signal Space CoSaMP for Sparse Recovery with Redundant Dictionaries1208.0353v3 · Mark A. Davenport, Deanna Needell, Michael B. Wakin2012 · 139 citationsarXiv
Compressive binary search1202.0937v2 · Mark A. Davenport, Ery Arias-Castro2012 · 8 citationsarXiv
On the Fundamental Limits of Adaptive Sensing1111.4646v4 · Ery Arias-Castro, Emmanuel J. Candes, Mark Davenport2011 · 121 citationsarXiv
On the stability and accuracy of least squares approximations1111.4422v3 · Albert Cohen, Mark A. Davenport, Dany Leviatan2011 · 242 citationsarXiv
Compressive Sensing of Analog Signals Using Discrete Prolate Spheroidal Sequences1109.3649v2 · Mark A. Davenport, Michael B. Wakin2011 · 134 citationsarXiv
Career total: 177 works. 57 are in this corpus.Showing the 50 most recent.
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