Anna C. Gilbert

ORCID

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 37

Top Venues

Publications

Anna C. Gilbert, Kevin O'Neill
Sketching the Heat Kernel: Using Gaussian Processes to Embed Data. CoRR (2024)
Anna C. Gilbert, Kevin O'Neill
CA-PCA: Manifold Dimension Estimation, Adapted for Curvature. CoRR (2023)
Yulan Zhang, Anna C. Gilbert, Stefan Steinerberger
May the force be with you. Allerton (2022)
Rishi Sonthalia, Anna C. Gilbert, Matthew Durham
CubeRep: Learning Relations Between Different Views of Data. TAG-ML (2022)
Rishi Sonthalia, Anna C. Gilbert
Project and Forget: Solving Large-Scale Metric Constrained Problems. J. Mach. Learn. Res. 23 (2022)
Yulan Zhang, Anna C. Gilbert, Stefan Steinerberger
May the force be with you. CoRR (2022)
Jennifer E. Rowley, Laura Sbaffi, Martin Sugden, Anna C. Gilbert
Factors influencing researchers' journal selection decisions. J. Inf. Sci. 48 (3) (2022)
Rishi Sonthalia, Greg Van Buskirk, Benjamin Raichel, Anna C. Gilbert
How can classical multidimensional scaling go wrong? NeurIPS (2021)
Rishi Sonthalia, Gregory Van Buskirk, Benjamin Raichel, Anna C. Gilbert
How can classical multidimensional scaling go wrong? CoRR (2021)
Rishi Sonthalia, Anna C. Gilbert
Tree! I am no Tree! I am a Low Dimensional Hyperbolic Embedding. CoRR (2020)
Rishi Sonthalia, Anna C. Gilbert
Project and Forget: Solving Large-Scale Metric Constrained Problems. CoRR (2020)
Alexander H. S. Vargo, Anna C. Gilbert
A rank-based marker selection method for high throughput scRNA-seq data. BMC Bioinform. 21 (1) (2020)
Anna C. Gilbert, Howard W. Levinson, John C. Schotland
Nonlinear Iterative Hard Thresholding for Inverse Scattering. SIAM J. Imaging Sci. 13 (1) (2020)
Lalit Jain, Anna C. Gilbert, Umang Varma
Spectral Methods for Ranking with Scarce Data. UAI (2020)
Rishi Sonthalia, Anna C. Gilbert
Tree! I am no Tree! I am a low dimensional Hyperbolic Embedding. NeurIPS (2020)
Rishi Sonthalia, Anna C. Gilbert
Dual Regularized Optimal Transport. CoRR (2020)
Anna C. Gilbert, Albert Gu, Christopher Ré, Atri Rudra, Mary Wootters
Sparse Recovery for Orthogonal Polynomial Transforms. ICALP (2020)
Chenglin Fan, Anna C. Gilbert, Benjamin Raichel, Rishi Sonthalia, Gregory Van Buskirk
Generalized Metric Repair on Graphs. SWAT (2020)
Umang Varma, Lalit Jain, Anna C. Gilbert
Spectral Methods for Ranking with Scarce Data. CoRR (2020)
Anna C. Gilbert, Albert Gu, Christopher Ré, Atri Rudra, Mary Wootters
Sparse Recovery for Orthogonal Polynomial Transforms. CoRR (2019)
Chenglin Fan, Anna C. Gilbert, Benjamin Raichel, Rishi Sonthalia, Gregory Van Buskirk
Generalized Metric Repair on Graphs. CoRR (2019)
Anna C. Gilbert, Rishi Sonthalia
Unsupervised Metric Learning in Presence of Missing Data. Allerton (2018)
Anna C. Gilbert, Audra McMillan
Property Testing for Differential Privacy. CoRR (2018)
Anna C. Gilbert, Audra McMillan
Property Testing For Differential Privacy. Allerton (2018)
Anna C. Gilbert, Ambuj Tewari, Yitong Sun
But How Does It Work in Theory? Linear SVM with Random Features. CoRR (2018)
Yitong Sun, Anna C. Gilbert, Ambuj Tewari
Random ReLU Features: Universality, Approximation, and Composition. CoRR (2018)
Anna C. Gilbert, Rishi Sonthalia
Unrolling Swiss Cheese: Metric repair on manifolds with holes. CoRR (2018)
Yitong Sun, Anna C. Gilbert, Ambuj Tewari
But How Does It Work in Theory? Linear SVM with Random Features. NeurIPS (2018)
Anna C. Gilbert, Rishi Sonthalia
Generalized Metric Repair on Graphs. CoRR (2018)
Audra McMillan, Anna C. Gilbert
Local differential privacy for physical sensor data and sparse recovery. CISS (2018)
Anna C. Gilbert, Lalit Jain
If it ain't broke, don't fix it: Sparse metric repair. CoRR (2017)
Anna C. Gilbert, Yi Zhang, Kibok Lee, Yuting Zhang, Honglak Lee
Towards Understanding the Invertibility of Convolutional Neural Networks. IJCAI (2017)
Anna C. Gilbert, Yi Li, Ely Porat, Martin J. Strauss
For-All Sparse Recovery in Near-Optimal Time. ACM Trans. Algorithms 13 (3) (2017)
Anna C. Gilbert, Audra McMillan
Local Differential Privacy for Physical Sensor Data and Sparse Recovery. CoRR (2017)
Anna C. Gilbert, Lalit Jain
If it ain't broke, don't fix it: Sparse metric repair. Allerton (2017)
Anna C. Gilbert, Yi Zhang, Kibok Lee, Yuting Zhang, Honglak Lee
Towards Understanding the Invertibility of Convolutional Neural Networks. CoRR (2017)
Wenling Shang, Kihyuk Sohn, Honglak Lee, Anna C. Gilbert
Discriminative Training of Structured Dictionaries via Block Orthogonal Matching Pursuit. SDM (2016)
Petros Boufounos, Volkan Cevher, Anna C. Gilbert, Yi Li, Martin J. Strauss
What's the Frequency, Kenneth?: Sublinear Fourier Sampling Off the Grid. Algorithmica 73 (2) (2015)
Anna C. Gilbert, Jeremy G. Hoskins, John C. Schotland
Diffuse Scattering on Graphs. CoRR (2014)
Mahmoud Abo Khamis, Anna C. Gilbert, Hung Q. Ngo, Atri Rudra
Sparse Approximation, List Decoding, and Uncertainty Principles. CoRR (2014)
Anna C. Gilbert, Yi Li, Ely Porat, Martin J. Strauss
For-all Sparse Recovery in Near-Optimal Time. CoRR (2014)
Anna C. Gilbert, Piotr Indyk, Mark A. Iwen, Ludwig Schmidt
Recent Developments in the Sparse Fourier Transform: A compressed Fourier transform for big data. IEEE Signal Process. Mag. 31 (5) (2014)
Jae Young Park, Michael B. Wakin, Anna C. Gilbert
Modal Analysis With Compressive Measurements. IEEE Trans. Signal Process. 62 (7) (2014)
Anna C. Gilbert, Yi Li, Ely Porat, Martin J. Strauss
For-All Sparse Recovery in Near-Optimal Time. ICALP (1) (2014)
Denisa Duma, Mary Wootters, Anna C. Gilbert, Hung Q. Ngo, Atri Rudra, Matthew Alpert, Timothy J. Close, Gianfranco Ciardo, Stefano Lonardi
Accurate Decoding of Pooled Sequenced Data Using Compressed Sensing. WABI (2013)
Chun Lo, Mingyan Liu, Jerome P. Lynch, Anna C. Gilbert
Efficient Sensor Fault Detection Using Combinatorial Group Testing. DCOSS (2013)
Byung-soo Kim, Jae Young Park, Anna C. Gilbert, Silvio Savarese
Hierarchical classification of images by sparse approximation. Image Vis. Comput. 31 (12) (2013)
Anna C. Gilbert, Hung Q. Ngo, Ely Porat, Atri Rudra, Martin J. Strauss
ℓ2/ℓ2-Foreach Sparse Recovery with Low Risk. ICALP (1) (2013)
Jae Young Park, Michael B. Wakin, Anna C. Gilbert
Modal Analysis with Compressive Measurements. CoRR (2013)
Anna C. Gilbert, Hung Q. Ngo, Ely Porat, Atri Rudra, Martin J. Strauss
L2/L2-foreach sparse recovery with low risk CoRR (2013)
Paul Shearer, Anna C. Gilbert, Alfred O. Hero III
Correcting Camera Shake by Incremental Sparse Approximation CoRR (2013)
Paul Shearer, Anna C. Gilbert, Alfred O. Hero III
Correcting camera shake by incremental sparse approximation. ICIP (2013)
Anna C. Gilbert, Brett Hemenway, Atri Rudra, Martin J. Strauss, Mary Wootters
Recovering simple signals. ITA (2012)
Anna C. Gilbert, Brett Hemenway, Martin J. Strauss, David P. Woodruff, Mary Wootters
Reusable low-error compressive sampling schemes through privacy. SSP (2012)
Praveen K. Yenduri, Anna C. Gilbert
Compressive, collaborative spectrum sensing for wideband Cognitive Radios. ISWCS (2012)
Anna C. Gilbert, Yi Li, Ely Porat, Martin J. Strauss
Approximate Sparse Recovery: Optimizing Time and Measurements. SIAM J. Comput. 41 (2) (2012)
Vishal M. Patel, Ray Maleh, Anna C. Gilbert, Rama Chellappa
Gradient-Based Image Recovery Methods From Incomplete Fourier Measurements. IEEE Trans. Image Process. 21 (1) (2012)
Petros Boufounos, Volkan Cevher, Anna C. Gilbert, Yi Li, Martin J. Strauss
What's the Frequency, Kenneth?: Sublinear Fourier Sampling Off the Grid. APPROX-RANDOM (2012)
Anna C. Gilbert, Jae Young Park, Michael B. Wakin
Sketched SVD: Recovering Spectral Features from Compressive Measurements CoRR (2012)
Praveen K. Yenduri, Aaron Z. Rocca, Aswin S. Rao, Shahrzad Naraghi, Michael P. Flynn, Anna C. Gilbert
A Low-Power Compressive Sampling Time-Based Analog-to-Digital Converter. IEEE J. Emerg. Sel. Topics Circuits Syst. 2 (3) (2012)
Byung-soo Kim, Jae Young Park, Anush Mohan, Anna C. Gilbert, Silvio Savarese
Hierarchical Classification of Images by Sparse Approximation. BMVC (2011)
Praveen K. Yenduri, Anna C. Gilbert, Michael P. Flynn, Shahrzad Naraghi
Rand PPM: A lowpower compressive sampling analog to digital converter. ICASSP (2011)
Melina Demertzi, Pedro C. Diniz, Mary W. Hall, Anna C. Gilbert, Yi Wang
Domain-Specific Optimization of Signal Recognition Targeting FPGAs. ACM Trans. Reconfigurable Technol. Syst. 4 (2) (2011)
Anna C. Gilbert, Yi Li, Ely Porat, Martin J. Strauss
Approximate sparse recovery: optimizing time and measurements. STOC (2010)
Anna C. Gilbert, Piotr Indyk
Sparse Recovery Using Sparse Matrices. Proc. IEEE 98 (6) (2010)
Raghunandan M. Kainkaryam, Angela Bruex, Anna C. Gilbert, John Schiefelbein, Peter J. Woolf
poolMC: Smart pooling of mRNA samples in microarray experiments. BMC Bioinform. 11 (2010)
Volkan Cevher, Petros Boufounos, Richard G. Baraniuk, Anna C. Gilbert, Martin J. Strauss
Near-optimal Bayesian localization via incoherence and sparsity. IPSN (2009)
Xiaolin Shi, Matthew Bonner, Lada A. Adamic, Anna C. Gilbert
The very small world of the well-connected. SIGWEB Newsl. 2009 (Winter) (2009)
Melina Demertzi, Pedro C. Diniz, Mary W. Hall, Anna C. Gilbert, Yi Wang
Computation reuse in domain-specific optimization of signal recognition. FPGA (2009)
Anna C. Gilbert, Yi Li, Ely Porat, Martin J. Strauss
Approximate Sparse Recovery: Optimizing Time and Measurements CoRR (2009)
Anna C. Gilbert, Mark A. Iwen, Martin J. Strauss
Group testing and sparse signal recovery. ACSCC (2008)
Anna C. Gilbert, Martin J. Strauss
Fundamental performance bounds for a compressive sampling system. ICASSP (2008)
Radu Berinde, Anna C. Gilbert, Piotr Indyk, Howard J. Karloff, Martin J. Strauss
Combining geometry and combinatorics: A unified approach to sparse signal recovery. Allerton (2008)
Radu Berinde, Anna C. Gilbert, Piotr Indyk, Howard J. Karloff, Martin J. Strauss
Combining geometry and combinatorics: A unified approach to sparse signal recovery CoRR (2008)
Xiaolin Shi, Matthew Bonner, Lada A. Adamic, Anna C. Gilbert
The very small world of the well-connected. Hypertext (2008)
Anna C. Gilbert, Martin J. Strauss, Joel A. Tropp
A Tutorial on Fast Fourier Sampling. IEEE Signal Process. Mag. 25 (2) (2008)
Ray Maleh, Anna C. Gilbert
Sublinear Recovery of Sparse Wavelet Signals. DCC (2008)
Stephen Pfetsch, Tamer Ragheb, Jason N. Laska, Hamid Nejati, Anna C. Gilbert, Martin Strauss, Richard G. Baraniuk, Yehia Massoud
On the feasibility of hardware implementation of sub-Nyquist random-sampling based analog-to-information conversion. ISCAS (2008)
Melina Demertzi, Pedro C. Diniz, Mary W. Hall, Anna C. Gilbert, Yi Wang
The potential of computation reuse in high-level optimization of a signal recognition system. IPDPS (2008)
Anna C. Gilbert, Martin J. Strauss, Joel A. Tropp, Roman Vershynin
One sketch for all: fast algorithms for compressed sensing. STOC (2007)
Joel A. Tropp, Anna C. Gilbert
Signal Recovery From Random Measurements Via Orthogonal Matching Pursuit. IEEE Trans. Inf. Theory 53 (12) (2007)
Anna C. Gilbert, Martin J. Strauss
Analysis of Data Streams: Computational and Algorithmic Challenges. Technometrics 49 (3) (2007)
Melina Demertzi, Pedro C. Diniz, Mary W. Hall, Anna C. Gilbert, Yi Wang
A Combined Hardware/Software Optimization Framework for Signal Representation and Recognition. International Conference on Computational Science (1) (2007)
Ray Maleh, Anna C. Gilbert, Martin J. Strauss
Sparse Gradient Image Reconstruction Done Faster. ICIP (2) (2007)
Anna C. Gilbert, Martin J. Strauss, Joel A. Tropp, Roman Vershynin
Algorithmic linear dimension reduction in the l_1 norm for sparse vectors CoRR (2006)
Joel A. Tropp, Anna C. Gilbert, Martin J. Strauss
Algorithms for simultaneous sparse approximation. Part I: Greedy pursuit. Signal Process. 86 (3) (2006)
Kyle Herrity, Anna C. Gilbert, Joel A. Tropp
Sparse Approximation Via Iterative Thresholding. ICASSP (3) (2006)
A. Robert Calderbank, Anna C. Gilbert, Martin J. Strauss
List decoding of noisy Reed-Muller-like codes CoRR (2006)
Jessica H. Fong, Anna C. Gilbert, Sampath Kannan, Martin J. Strauss
Better Alternatives to OSPF Routing. Algorithmica 43 (1-2) (2005)
A. Robert Calderbank, Anna C. Gilbert, Kirill Levchenko, S. Muthukrishnan, Martin Strauss
Improved range-summable random variable construction algorithms. SODA (2005)
William Aiello, Anna C. Gilbert, Brian Rexroad, Vyas Sekar
Sparse Approximations for High Fidelity Compression of Network Traffic Data. Internet Measurement Conference (2005)
Joel A. Tropp, Anna C. Gilbert, Martin J. Strauss
Simultaneous sparse approximation via greedy pursuit. ICASSP (5) (2005)
Anna C. Gilbert, Joel A. Tropp
Applications of sparse approximation in communications. ISIT (2005)
Anna C. Gilbert, Yannis Kotidis, S. Muthukrishnan, Martin Strauss
Domain-Driven Data Synopses for Dynamic Quantiles. IEEE Trans. Knowl. Data Eng. 17 (7) (2005)
Donald F. Caldwell, Anna C. Gilbert, Joel Gottlieb, Albert G. Greenberg, Gísli Hjálmtýsson, Jennifer Rexford
The cutting EDGE of IP router configuration. Comput. Commun. Rev. 34 (1) (2004)
Anna C. Gilbert, Howard J. Karloff
On the fractal behavior of TCP. STOC (2003)
Joel A. Tropp, Anna C. Gilbert, S. Muthukrishnan, Martin Strauss
Improved sparse approximation over quasiincoherent dictionaries. ICIP (1) (2003)
Anna C. Gilbert, Yannis Kotidis, S. Muthukrishnan, Martin Strauss
One-Pass Wavelet Decompositions of Data Streams. IEEE Trans. Knowl. Data Eng. 15 (3) (2003)
Anna C. Gilbert, S. Muthukrishnan, Martin Strauss
Approximation of functions over redundant dictionaries using coherence. SODA (2003)
Anna C. Gilbert, Sudipto Guha, Piotr Indyk, Yannis Kotidis, S. Muthukrishnan, Martin Strauss
Fast, small-space algorithms for approximate histogram maintenance. STOC (2002)

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Publication Activity (10 Years)

Top Topics

Top Venues

Anna C. Gilbert