| 2020 | ICALP | Sparse Recovery for Orthogonal Polynomial Transforms. | Anna C. Gilbert, Albert Gu, Christopher R, Atri Rudra, Mary Wootters |
| 2020 | UAI | Spectral Methods for Ranking with Scarce Data. | Lalit Jain, Anna C. Gilbert, Umang Varma |
| 2018 | CISS | Local differential privacy for physical sensor data and sparse recovery. | Audra McMillan, Anna C. Gilbert |
| 2017 | IJCAI | Towards Understanding the Invertibility of Convolutional Neural Networks. | Anna C. Gilbert, Yi Zhang, Kibok Lee, Yuting Zhang, Honglak Lee |
| 2016 | SDM | Discriminative Training of Structured Dictionaries via Block Orthogonal Matching Pursuit. | Wenling Shang, Kihyuk Sohn, Honglak Lee, Anna C. Gilbert |
| 2014 | ICALP | For-All Sparse Recovery in Near-Optimal Time. | Anna C. Gilbert, Yi Li, Ely Porat, Martin J. Strauss |
| 2013 | DCOSS | Efficient Sensor Fault Detection Using Combinatorial Group Testing. | Chun Lo, Mingyan Liu, Jerome P. Lynch, Anna C. Gilbert |
| 2013 | ICALP | ℓ2/ℓ2-Foreach Sparse Recovery with Low Risk. | Anna C. Gilbert, Hung Q. Ngo, Ely Porat, Atri Rudra, Martin J. Strauss |
| 2013 | ICIP | Correcting camera shake by incremental sparse approximation. | Paul Shearer, Anna C. Gilbert, Alfred O. Hero III |
| 2013 | WABI | Accurate Decoding of Pooled Sequenced Data Using Compressed Sensing. | Denisa Duma, Mary Wootters, Anna C. Gilbert, Hung Q. Ngo, Atri Rudra, Matthew Alpert, Timothy J. Close, Gianfranco Ciardo, Stefano Lonardi |
| 2012 | ITA | Recovering simple signals. | Anna C. Gilbert, Brett Hemenway, Atri Rudra, Martin J. Strauss, Mary Wootters |
| 2011 | BMVC | Hierarchical Classification of Images by Sparse Approximation. | Byung-soo Kim, Jae Young Park, Anush Mohan, Anna C. Gilbert, Silvio Savarese |
| 2011 | ICASSP | Rand PPM: A lowpower compressive sampling analog to digital converter. | Praveen K. Yenduri, Anna C. Gilbert, Michael P. Flynn, Shahrzad Naraghi |
| 2010 | STOC | Approximate sparse recovery: optimizing time and measurements. | Anna C. Gilbert, Yi Li, Ely Porat, Martin J. Strauss |
| 2009 | FPGA | Computation reuse in domain-specific optimization of signal recognition. | Melina Demertzi, Pedro C. Diniz, Mary W. Hall, Anna C. Gilbert, Yi Wang |
| 2008 | ACSSC | Group testing and sparse signal recovery. | Anna C. Gilbert, Mark A. Iwen, Martin J. Strauss |
| 2008 | DCC | Sublinear Recovery of Sparse Wavelet Signals. | Ray Maleh, Anna C. Gilbert |
| 2008 | ICASSP | Fundamental performance bounds for a compressive sampling system. | Anna C. Gilbert, Martin J. Strauss |
| 2008 | ISCAS | On the feasibility of hardware implementation of sub-Nyquist random-sampling based analog-to-information conversion. | Stephen Pfetsch, Tamer Ragheb, Jason N. Laska, Hamid Nejati, Anna C. Gilbert, Martin Strauss, Richard G. Baraniuk, Yehia Massoud |
| 2007 | ICCS | A Combined Hardware/Software Optimization Framework for Signal Representation and Recognition. | Melina Demertzi, Pedro C. Diniz, Mary W. Hall, Anna C. Gilbert, Yi Wang |
| 2007 | ICIP | Sparse Gradient Image Reconstruction Done Faster. | Ray Maleh, Anna C. Gilbert, Martin J. Strauss |
| 2007 | STOC | One sketch for all: fast algorithms for compressed sensing. | Anna C. Gilbert, Martin J. Strauss, Joel A. Tropp, Roman Vershynin |
| 2006 | ICASSP | Sparse Approximation Via Iterative Thresholding. | Kyle Herrity, Anna C. Gilbert, Joel A. Tropp |
| 2005 | ICASSP | Simultaneous sparse approximation via greedy pursuit. | Joel A. Tropp, Anna C. Gilbert, Martin J. Strauss |
| 2005 | IMC | Sparse Approximations for High Fidelity Compression of Network Traffic Data. | William Aiello, Anna C. Gilbert, Brian Rexroad, Vyas Sekar |
| 2005 | ISIT | Applications of sparse approximation in communications. | Anna C. Gilbert, Joel A. Tropp |
| 2005 | SODA | Improved range-summable random variable construction algorithms. | A. Robert Calderbank, Anna C. Gilbert, Kirill Levchenko, S. Muthukrishnan, Martin Strauss |
| 2003 | ICIP | Improved sparse approximation over quasiincoherent dictionaries. | Joel A. Tropp, Anna C. Gilbert, S. Muthukrishnan, Martin Strauss |
| 2003 | SODA | Approximation of functions over redundant dictionaries using coherence. | Anna C. Gilbert, S. Muthukrishnan, Martin Strauss |
| 2003 | STOC | On the fractal behavior of TCP. | Anna C. Gilbert, Howard J. Karloff |
| 2002 | STOC | Fast, small-space algorithms for approximate histogram maintenance. | Anna C. Gilbert, Sudipto Guha, Piotr Indyk, Yannis Kotidis, S. Muthukrishnan, Martin Strauss |
| 2002 | STOC | Near-optimal sparse fourier representations via sampling. | Anna C. Gilbert, Sudipto Guha, Piotr Indyk, S. Muthukrishnan, Martin Strauss |
| 2002 | VLDB | How to Summarize the Universe: Dynamic Maintenance of Quantiles. | Anna C. Gilbert, Yannis Kotidis, S. Muthukrishnan, Martin Strauss |
| 2001 | PODS | Optimal and Approximate Computation of Summary Statistics for Range Aggregates. | Anna C. Gilbert, Yannis Kotidis, S. Muthukrishnan, Martin Strauss |
| 2001 | VLDB | Surfing Wavelets on Streams: One-Pass Summaries for Approximate Aggregate Queries. | Anna C. Gilbert, Yannis Kotidis, S. Muthukrishnan, Martin Strauss |
| 1999 | SIGCOMM | Dynamics of IP Traffic: A Study of the Role of Variability and the Impact of Control. | Anja Feldmann, Anna C. Gilbert, Polly Huang, Walter Willinger |
| 1998 | SIGCOMM | Data Networks as Cascades: Investigating the Multifractal Nature of Internet WAN Traffic. | Anja Feldmann, Anna C. Gilbert, Walter Willinger |