Publications

For a complete and up-to-date record, see my curriculum vitae. A selection of recent themes and projects appears on my projects page.

Refereed journal publications

• Isay Katsman, Ethan Lou, Anna Gilbert, "Revisiting the Necessity of Graph Learning and Common Graph Benchmarks," to appear in Neural Processing Letters, 2026.
• Kevin O'Neill and Anna Gilbert, "CA-PCA: Manifold dimension estimation, adapted for curvature," SIAM Journal on Mathematics of Data Science, vol. 7, no. 1, pp. 355–383, 2025.
• Isay Katsman and Anna Gilbert, "Shedding Light on Problems with Hyperbolic Graph Learning," Transactions on Machine Learning Research, 2024.
• Guannan Liu, Sungwoo Sohn, Corey S. O'Hern, Anna C. Gilbert, Jan Schroers, "Effective subgrouping enhances machine learning prediction in complex materials science phenomena: Inoue's subgrouping in discovering bulk metallic glasses," Acta Materialia, vol. 265, 2024.
• G. Liu, S. Sohn, Sebastian A. Kube, A. Raj, A. Mertz, A. Nawano, A. Gilbert, M. D. Shattuck, C. S. O'Hern, J. Schroers, "Machine learning versus human learning in predicting glass-forming ability of metallic glasses," Acta Materialia, vol. 243, 2023.
• Rishi Sonthalia and Anna C. Gilbert, "Project and Forget: Solving Large-Scale Metric Constrained Problems," Journal of Machine Learning Research, 23:326, pp. 1–54, 2023.
• Rishi Sonthalia, Anna C. Gilbert, Matthew Durham, "CubeRep: Learning Relations Between Different Views of Data," Proceedings of Topological, Algebraic, and Geometric Learning Workshops 2022, PMLR 196:298–303, 2022.
• Anna C. Gilbert and Audra McMillan, "Local Differential Privacy for Physical Sensor Data and Sparse Recovery," Applied and Computational Harmonic Analysis, 2021.
• Alexander H. S. Vargo, Anna C. Gilbert, "A rank-based marker selection method for high throughput scRNA-seq data," BMC Bioinformatics 21(1): 477, 2020.
• Anna C. Gilbert, Howard W. Levinson, John C. Schotland, "Nonlinear Iterative Hard Thresholding for Inverse Scattering," SIAM J. Imaging Sciences 13(1): 108–140, 2020.
• Yang Liu, Abdulkadir C. Yucel, Hakan Bagci, Anna C. Gilbert, Eric Michielssen, "A Wavelet-Enhanced PWTD-Accelerated Time-Domain Integral Equation Solver for Analysis of Transient Scattering from Electrically Large Conducting Objects," IEEE Transactions on Antennas and Propagation, 2018.
• F. J. Chung, A. C. Gilbert, J. G. Hoskins, and J. C. Schotland, "Optical tomography on graphs," Inverse Problems, vol. 33, no. 5, 2017.
• Anna C. Gilbert, Yi Li, Ely Porat, Martin J. Strauss, "For-All Sparse Recovery in Near-Optimal Time," ACM Transactions on Algorithms (TALG), vol. 13, no. 3, pp. 1–32, March 2017.
• Anna C. Gilbert, Jeremy G. Hoskins, John C. Schotland, "Diffuse Scattering on Graphs," Linear Algebra and its Applications, vol. 496, pp. 1–35, May 2016.
• Anna C. Gilbert, Mark Iwen, Piotr Indyk, Ludwig Schmidt, "Recent Developments in the Sparse Fourier Transform," IEEE Signal Processing Magazine, 31(5): 91–100, 2014.
• J. Y. Park, M. B. Wakin, and A. C. Gilbert, "Modal Analysis with Compressive Measurements," IEEE Transactions on Signal Processing, 62(7): 1655–1670, 2014.
• Petros Boufounos, Volkan Cevher, Anna C. Gilbert, Yi Li, Martin J. Strauss, "What's the Frequency, Kenneth: Sublinear Fourier Sampling Off the Grid," Algorithmica, 2014.
• B. S. Kim, J. Y. Park, A. Mohan, A. Gilbert, and S. Savarese, "Hierarchical classification of images by sparse approximation," Image and Vision Computing, 31(12): 982–991, 2013.
• Paul Shearer, Anna C. Gilbert, "A generalization of variable elimination for separable inverse problems beyond least squares," Inverse Problems 29(4), 2013.
• P. Yenduri, A. Rocca, A. Rao, S. Naraghi, M. Flynn, and A. Gilbert, "A low power compressive sampling time-based analog to digital converter," IEEE Journal on Emerging and Selected Topics in Circuits and Systems 2(3): 502–515, 2012.
• D. Yoon, J. A. Fessler, A. C. Gilbert, and D. C. Noll, "Fast joint design method for parallel excitation RF pulse and gradient waveforms considering off-resonance," Magnetic Resonance in Medicine, vol. 68, no. 1, pp. 278–285, 2012.
• Anna C. Gilbert, Yi Li, Ely Porat, Martin Strauss, "Approximate Sparse Recovery: Optimizing Time and Measurements," SIAM J. Comput., 41(2): 436–453, 2012.
• Paul Shearer, Richard A. Frazin, Alfred O. Hero, Anna C. Gilbert, "The first stray light corrected EUV images of solar coronal holes," The Astrophysical Journal Letters, vol. 749 (1), 2012.
• Vishal M. Patel, Ray Maleh, Anna C. Gilbert, and Rama Chellappa, "Gradient-based image recovery methods from incomplete Fourier measurements," IEEE Transactions on Image Processing, vol. 21 (1), pp. 94–105, 2012.
• Melina Demertzi, Pedro C. Diniz, Mary W. Hall, Anna C. Gilbert, and Yi Wang, "Domain-Specific Optimization of Signal Recognition Targeting FPGAs," ACM Transactions on Reconfigurable Technology and Systems, vol. 4 (2), pp. 1–26, 2011.
• Raghunandan M. Kainkaryam, Angela Bruex, Anna C. Gilbert, John Schiefelbein, Peter J. Woolf, "poolMC: Smart pooling of mRNA samples in microarray experiments," BMC Bioinformatics, vol. 11, no. 299, 2010.
• A. C. Gilbert, P. Indyk, "Sparse recovery using sparse matrices," Proceedings of the IEEE, vol. 98, no. 6, pp. 937–947, 2010.
• A. C. Gilbert, M. J. Strauss, J. A. Tropp, "A Tutorial on Fast Fourier Sampling," IEEE Signal Processing Magazine, vol. 25, no. 2, pp. 57–66, 2008.
• A. C. Gilbert, M. J. Strauss, "Analysis of Data Streams: Computational and Algorithmic Challenges," Technometrics, vol. 49, no. 3, pp. 346–356, August 2007.
• M. A. Iwen, A. C. Gilbert, M. J. Strauss, "Empirical evaluation of a sub-linear time sparse DFT algorithm," Communications in Mathematical Sciences, vol. 5, no. 4, pp. 981–998, 2007.
• Joel A. Tropp, Anna C. Gilbert, "Signal recovery from random measurements via Orthogonal Matching Pursuit," IEEE Trans. on Info. Theory, vol. 53, no. 12, pp. 4655–4666, 2007.
• J. Zou, A. Gilbert, M. Strauss, and I. Daubechies, "Theoretical and Experimental Analysis of a Randomized Algorithm for Sparse Fourier Transform Analysis," Journal of Computational Physics, vol. 211, no. 2, pp. 572–595, 2006.
• A. C. Gilbert, M. J. Strauss, and J. A. Tropp, "Algorithms for Simultaneous Sparse Approximation," special issue on sparse approximations in signal and image processing of EURASIP J. Signal Processing, 2005.
• J. Fong, A. C. Gilbert, S. Kannan, and M. Strauss, "Better alternatives to OSPF routing," special issue of Algorithmica on network design, vol. 43, nos. 1–2, pp. 113–131, 2005.
• A. C. Gilbert, Y. Kotidis, S. Muthukrishnan, and M. Strauss, "Domain-driven data synopses for dynamic quantiles," IEEE Transactions on Knowledge and Data Engineering, vol. 17, no. 7, pp. 927–938, 2005.
• Don Caldwell, Anna Gilbert, Joel Gottlieb, Albert Greenberg, Gísli Hjálmtýsson, Jennifer Rexford, "The cutting EDGE of IP router configuration," Computer Communication Review 34(1): 21–26, 2004.
• A. C. Gilbert, Y. Kotidis, S. Muthukrishnan, and M. J. Strauss, "One-pass wavelet decompositions of data streams," IEEE Transactions on Knowledge and Data Engineering, vol. 15, no. 3, pp. 541–554, 2003.
• S. Resnick, G. Samorodnitsky, A. Gilbert, and W. Willinger, "Wavelet analysis of conservative cascades," Bernoulli, 9(1): 97–135, 2003.
• A. C. Gilbert, "Multiscale analysis and data networks," Applied and Computational Harmonic Analysis, vol. 10, no. 3, pp. 185–202, May 2001.
• Y. Joo, V. Ribeiro, A. Feldmann, A. C. Gilbert, and W. Willinger, "TCP/IP traffic dynamics and network performance: A lesson in workload modeling, flow control, and trace-driven simulations," ACM SIGCOMM Computer Communication Review, 2001.
• A. C. Gilbert, W. Willinger, A. Feldmann, "Scaling analysis of random cascades, with applications to network traffic," IEEE Trans. on Information Theory, vol. 45, no. 3, pp. 971–991, 1999.
• A. Feldmann, A. C. Gilbert, W. Willinger and T. G. Kurtz, "The changing nature of network traffic: Scaling phenomena," ACM SIGCOMM Computer Communication Review, vol. 28, no. 2, pp. 5–29, April 1998.
• A. C. Gilbert, "A comparison of multiresolution and classical one-dimensional homogenization schemes," Applied and Computational Harmonic Analysis, vol. 5, no. 1, pp. 1–35, January 1998.
• G. Beylkin, M. E. Brewster and A. C. Gilbert, "A multiresolution strategy for numerical reduction and homogenization of nonlinear ODEs," Applied and Computational Harmonic Analysis, vol. 5, no. 4, pp. 312–331, October 1998.

Refereed conference publications

• Doron Haviv, Russell Zhang Kunes, Thomas Dougherty, Cassandra Burdziak, Tal Nawy, Anna Gilbert, Dana Pe'er, "Wasserstein Wormhole: Scalable Optimal Transport Distance with Transformer," ICML, 2024.
• Joon-hyeok Yim, Anna Gilbert, "Fitting trees to ℓ₁ hyperbolic distances," NeurIPS, 2023.
• Rishi Sonthalia, Anna Gilbert, Matthew Durham, "RelWire: Metric Based Graph Rewiring," NeurIPS 2023 Workshop on Symmetry and Geometry in Neural Representations, 2023.
• Y. Zhang, A. C. Gilbert, S. Steinerberger, "May the force be with you," Allerton Conference on Control and Communication, 2022.
• Rishi Sonthalia, Gregory Van Buskirk, Benjamin Raichel, Anna C. Gilbert, "How can classical multidimensional scaling go wrong?," NeurIPS, 2021.
• Anna C. Gilbert, Albert Gu, Christopher Ré, Atri Rudra, Mary Wootters, "Sparse Recovery for Orthogonal Polynomial Transforms," ICALP 2020: 58:1–58:16.
• Rishi Sonthalia, Anna C. Gilbert, "Tree! I am no Tree! I am a low dimensional Hyperbolic Embedding," NeurIPS, 2020.
• Chenglin Fan, Anna C. Gilbert, Benjamin Raichel, Rishi Sonthalia, Gregory Van Buskirk, "Generalized Metric Repair on Graphs," SWAT 2020: 25:1–25:22.
• Lalit Jain, Anna C. Gilbert, Umang Varma, "Spectral Methods for Ranking with Scarce Data," UAI 2020: 609–618.
• Anna C. Gilbert, Audra McMillan, "Property Testing For Differential Privacy," Allerton 2018: 249–258.
• Anna C. Gilbert, Rishi Sonthalia, "Unsupervised Metric Learning in Presence of Missing Data," Allerton 2018: 313–321.
• Yitong Sun, Anna C. Gilbert, Ambuj Tewari, "But How Does It Work in Theory? Linear SVM with Random Features," NeurIPS 2018: 3383–3392.
• Anna C. Gilbert and Audra McMillan, "Local Differential Privacy for Physical Sensor Data and Sparse Recovery," IEEE Annual Conference on Information Sciences and Systems (CISS), 2018.
• Anna C. Gilbert, Lalit Jain, "If it ain't broke, don't fix it: Sparse metric repair," Allerton Conf. on Communication, Control, and Computing, 2017.
• Anna C. Gilbert, Yi Zhang, Kibok Lee, Yuting Zhang, Honglak Lee, "Towards Understanding the Invertibility of Convolutional Neural Networks," International Joint Conference on Artificial Intelligence (IJCAI), 2017.
• Anna Gilbert and Audra McMillan, "Recovery of sparse heat source signals from locally differentially private sensor data via constrained ℓ₁ minimisation," SPARS, 2017.
• Wenling Shang, Kihyuk Sohn, Honglak Lee, Anna Gilbert, "Discriminative Training of Structured Dictionaries via Block Orthogonal Matching Pursuit," 2016 SIAM International Conference on Data Mining, 2016.
• Y. Liu, A. C. Yücel, A. C. Gilbert, H. Bağcı and E. Michielssen, "A wavelet-based PWTD algorithm-accelerated time domain surface integral equation solver," Radio Science Meeting (Joint with AP-S Symposium), 2015 USNC-URSI, Vancouver, BC, Canada, 2015.
• J. Y. Park, A. C. Gilbert, and M. B. Wakin, "Compressive Measurement Bounds for Wireless Sensor Networks in Structural Health Monitoring," World Conference on Structural Control and Monitoring (WCSCM), Barcelona, Spain, July 2014.
• J. Y. Park, M. B. Wakin, and A. C. Gilbert, "Sampling Considerations for Modal Analysis with Damping," SPIE Smart Structures/NDE, San Diego, California, March 2015.
• Anna C. Gilbert, Yi Li, Ely Porat, Martin J. Strauss, "For-All Sparse Recovery in Near-Optimal Time," ICALP, 538–550, 2014.
• Sean M. O'Connor, Jerome P. Lynch, Anna C. Gilbert, "Implementation of a compressive sampling scheme for wireless sensors to achieve energy efficiency in a structural health monitoring system," Proc. SPIE 8694, 2013.
• A. C. Gilbert, J. Y. Park, and M. B. Wakin, "Sketched SVD: Recovering Spectral Features from Compressive Measurements," Signal Processing with Adaptive Sparse Structured Representations (SPARS), 2013 (Best Student Paper Award).
• Paul Shearer, Anna C. Gilbert, Alfred O. Hero III, "Correcting Camera Shake by Incremental Sparse Approximation," International Conference on Image Processing (ICIP), 2013 (Best Paper Award).
• 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: 70–84.
• Anna C. Gilbert, Hung Q. Ngo, Ely Porat, Atri Rudra, Martin J. Strauss, "ℓ₂/ℓ₂-foreach sparse recovery with low risk," ICALP, 2013: 461–472.
• Chun Lo, Mingyan Liu, Jerome P. Lynch, Anna C. Gilbert, "Efficient Sensor Fault Detection Using Combinatorial Group Testing," IEEE International Conference on Distributed Computing in Sensor Systems (DCOSS 2013), 2013: 199–206.
• Praveen Yenduri and Anna C. Gilbert, "Compressive, Collaborative Spectrum Sensing for Wideband Cognitive Radios," The Ninth International Symposium on Wireless Communication Systems, 2012.
• Petros Boufounos, Volkan Cevher, Anna C. Gilbert, Yi Li, and Martin J. Strauss, "What's the frequency, Kenneth?: Sublinear Fourier Sampling Off the Grid," Proceedings of RANDOM/APPROX 2012, 2012.
• Praveen K. Yenduri, Anna C. Gilbert, and Jun Zhang, "Integrate-and-Fire Neuron Modeled as a Low-Rate Sparse Time-Encoding Device," Proceedings of Third International Conference on Intelligent Control and Information Processing, 2012.
• Anna C. Gilbert, Brett Hemenway, Atri Rudra, Martin J. Strauss, and Mary Wootters, "Recovering simple signals," Proceedings of Information Theory and Applications, pp. 382–391, 2012.
• B. S. Kim, J. Y. Park, A. Mohan, A. Gilbert, and S. Savarese, "Hierarchical classification of images by sparse approximation," Proceedings of the British Machine Vision Conference, BMVC Press, September 2011.
• S. M. O'Connor, J. P. Lynch, and A. C. Gilbert, "Compressive sensing approach for structural health monitoring of ship hulls," Proceedings of the Eighth International Workshop on Structural Health Monitoring, pp. 1675–1683, DESTech Publications, Inc., 2011.
• P. Yenduri, A. Gilbert, M. Flynn, and S. Naraghi, "Rand PPM: A low-power compressive sampling analog to digital converter," 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 5980–5983, 2011.
• Daehyun Yoon, Jeffrey A. Fessler, Jon-Frederik Nielsen, Anna C. Gilbert, and Douglas C. Noll, "Non-convex greedy compressed sensing for phase contrast MRI," Proceedings of ISMRM, Stockholm, Sweden, 2010.
• Daehyun Yoon, Jeffrey A. Fessler, Anna C. Gilbert, and Douglas C. Noll, "A fast parallel excitation pulse design for efficient selection and ordering of PE locations with B0 field inhomogeneity," Proceedings of ISMRM, Montreal, Canada, 2011.
• Xiangming Kong, Peter Petre, Roy Matic, Anna Gilbert, Martin Strauss, "An analog-to-information converter for wideband signals using a time encoding machine," Proceedings of Digital Signal Processing Workshop and IEEE Signal Processing Education Workshop (DSP/SPE), pp. 414–419, 2011.
• Anna C. Gilbert, Yi Li, Ely Porat, Martin J. Strauss, "Approximate sparse recovery: optimizing time and measurements," Proc. of ACM Symposium on Theory of Computing (STOC), pp. 475–484, 2010.
• Daehyun Yoon, Ray Maleh, Anna C. Gilbert, J. A. Fessler, Douglas C. Noll, "Fast selection of phase encoding locations in parallel excitation," Proc. Intl. Soc. Mag. Res. Med., p. 2595, 2009.
• R. Maleh, D. Yoon, A. C. Gilbert, "Fast Algorithm for Sparse Signal Approximation using Multiple Additive Dictionaries," Proc. of Signal Processing with Adaptive Sparse Structured Representations (SPARS), 2009.
• Melina Demertzi, Pedro C. Diniz, Mary W. Hall, Anna C. Gilbert, Yi Wang, "Computation reuse in domain-specific optimization of signal recognition," Proc. of FPGA, p. 281, 2009.
• V. Cevher, P. Boufounos, R. G. Baraniuk, A. C. Gilbert, M. J. Strauss, "Near-optimal Bayesian localization via incoherence and sparsity," Proc. of International Conference on Information Processing in Sensor Networks, pp. 205–216, 2009.
• Daehyun Yoon, Ray Maleh, Anna C. Gilbert, J. A. Fessler, Douglas C. Noll, "Sparsity in MRI parallel excitation," Proc. of Houston Society for Engineering in Medicine and Biology Conf., p. 55, 2009.
• M. Demertzi, P. C. Diniz, M. W. Hall, A. C. Gilbert, Yi Wang, "The potential of computation reuse in high-level optimization of a signal recognition system," Proc. of IEEE International Symposium on Parallel and Distributed Processing (IPDPS), pp. 1–5, 2008.
• R. Berinde, A. C. Gilbert, P. Indyk, H. Karloff, M. J. Strauss, "Combining geometry and combinatorics: A unified approach to sparse signal recovery," Proc. of 46th Annual Allerton Conference on Communication, Control, and Computing, pp. 798–805, 2008.
• A. C. Gilbert, M. A. Iwen, M. J. Strauss, "Group testing and sparse signal recovery," Proc. of the 42nd Asilomar Conference on Signals, Systems and Computers, pp. 1059–1063, 2008.
• R. Maleh, A. C. Gilbert, "Sublinear recovery of sparse wavelet signals," Data Compression Conference (DCC), 2008.
• Y. Massoud, S. Pfetsch, T. Ragheb, J. Laska, H. Nejati, A. Gilbert, M. Strauss, R. Baraniuk, "On the feasibility of hardware implementation of sub-Nyquist random-sampling based analog-to-information conversion," IEEE International Symposium on Circuits and Systems (ISCAS), 2008.
• A. C. Gilbert, M. J. Strauss, "Fundamental performance bounds for a compressive sampling system," IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2008.
• X. Shi, M. Bonner, L. Adamic, A. C. Gilbert, "The very small world of the well-connected," ACM Conference on Hypertext and Hypermedia, 2008 (Awarded ACM Douglas Engelbart Award).
• Anna C. Gilbert, Martin J. Strauss, Joel A. Tropp, Roman Vershynin, "One sketch for all: fast algorithms for compressed sensing," Proc. of ACM Symposium on Theory of Computing (STOC), pp. 237–246, 2007.
• M. Demertzi, P. C. Diniz, M. W. Hall, A. C. Gilbert, Y. Wang, "A Combined Hardware/Software Optimization Framework for Signal Representation and Recognition," International Conference on Computational Science, vol. 1, pp. 1230–1237, 2007.
• R. Maleh, A. C. Gilbert, M. J. Strauss, "Sparse Gradient Image Reconstruction Done Faster," IEEE International Conference on Image Processing (ICIP), vol. 2, pp. 77–80, 2007.
• K. Herrity, A. C. Gilbert, and J. Tropp, "Sparse Approximation via Iterative Thresholding," IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Toulouse, France, 2006.
• W. Aiello, A. C. Gilbert, B. Rexroad, and V. Sekar, "Sparse Approximations for High Fidelity Compression of Network Traffic Data," ACM Internet Measurement Conference (IMC), New Orleans, LA, October 2005.
• A. C. Gilbert and J. A. Tropp, "Applications of Sparse Approximations in Communications," IEEE International Symposium on Information Theory (ISIT), September 2005.
• A. C. Gilbert, S. Muthukrishnan, and M. J. Strauss, "Improved time bounds for near-optimal sparse Fourier representation via sampling," Proceedings of SPIE Wavelets XI, San Diego, CA, 2005.
• J. Tropp, A. C. Gilbert, and M. J. Strauss, "Simultaneous sparse approximation via greedy pursuit," special session on "Sparse representations in signal processing," IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Philadelphia, PA, March 2005.
• A. R. Calderbank, A. C. Gilbert, K. Levchenko, S. Muthukrishnan, and M. Strauss, "Improved range-summable random variable construction algorithms," SIAM Symposium on Discrete Algorithms (SODA), Vancouver, BC, January 2005.
• J. A. Tropp, A. C. Gilbert, S. Muthukrishnan, and M. J. Strauss, "Improved sparse approximation over quasi-incoherent dictionaries," IEEE International Conference on Image Processing (ICIP), pp. 37–40, 2003.
• A. C. Gilbert, S. Muthukrishnan, and M. J. Strauss, "Approximation of Functions over Redundant Dictionaries Using Coherence," SIAM Symposium on Discrete Algorithms (SODA), pp. 243–252, 2003.
• A. C. Gilbert and H. Karloff, "On the Fractal Behavior of TCP," Proc. of the 2003 ACM Symposium on Theory of Computing (STOC), pp. 297–306, 2003.
• A. C. Gilbert, Y. Kotidis, S. Muthukrishnan, M. J. Strauss, "How to summarize the universe: Dynamic maintenance of quantiles," Proc. of the 2002 Conference on Very Large Databases (VLDB), pp. 454–465, 2002.
• A. C. Gilbert, S. Guha, P. Indyk, Y. Kotidis, S. Muthukrishnan, M. J. Strauss, "Fast, Small-Space Algorithms for Approximate Histogram Maintenance," Proc. of the 2002 ACM Symposium on Theory of Computing (STOC), pp. 389–398, 2002.
• A. C. Gilbert, S. Guha, P. Indyk, S. Muthukrishnan, M. J. Strauss, "Near-Optimal Sparse Fourier Representations via Sampling," Proc. of the 2002 ACM Symposium on Theory of Computing (STOC), pp. 152–161, 2002.
• A. C. Gilbert, Y. Kotidis, S. Muthukrishnan, M. Strauss, "Surfing wavelets on streams: one-pass summaries for approximate aggregate queries," Proc. of the 2001 Conference on Very Large Databases (VLDB), pp. 79–88, 2001.
• A. C. Gilbert, Y. Kotidis, S. Muthukrishnan, M. Strauss, "Optimal and Approximate Computation of Summary Statistics for Range Aggregates," Proc. of the 2001 ACM Principles of Database Systems (PODS), pp. 227–236, Santa Barbara, 2001.
• M. Gupta and A. Gilbert, "Nonlinear vector multiresolution analysis," Proc. of the 34th Asilomar Conference on Signals, Systems, and Computers, 2000.
• A. Feldmann, A. C. Gilbert, P. Huang, and W. Willinger, "Dynamics of IP Traffic: A Study of the Role of Variability and the Impact of Control," Proc. of the ACM SIGCOMM'99, pp. 301–313, Boston, MA, 1999.
• Y. Joo, V. Ribeiro, A. Feldmann, A. C. Gilbert, and W. Willinger, "On the impact of variability on the buffer dynamics in IP networks," Proc. of the 37th Annual Allerton Conference on Communication, Control, and Computing, Allerton, IL, 1999.
• A. Feldmann, A. C. Gilbert, and W. Willinger, "Data networks as cascades: Investigating the multifractal nature of Internet WAN traffic," Proc. of the ACM SIGCOMM'98, pp. 42–55, Vancouver, B.C., 1998.
• A. C. Gilbert, A. Feldmann, W. Willinger, "Visualizing multifractal scaling behavior: A simple scaling heuristic," Proc. of the 32nd Asilomar Conference on Signals, Systems, and Computers, 1998.
• A. Feldmann, A. C. Gilbert, W. Willinger and T. G. Kurtz, "Looking behind and beyond self-similarity: Scaling phenomena in measured WAN traffic," Proc. of the 35th Annual Allerton Conference on Communication, Control and Computing, pp. 269–280, 1997.

Refereed workshop publications

• Sean M. O'Connor, Jerome P. Lynch, and Anna C. Gilbert, "Implementation of a compressive sampling scheme for wireless sensors to achieve energy efficiency in a structural health monitoring system," Proc. SPIE 8694, Nondestructive Characterization for Composite Materials, Aerospace Engineering, Civil Infrastructure, and Homeland Security, April 2013.
• A. C. Gilbert, B. Hemenway, M. J. Strauss, D. P. Woodruff, and M. Wootters, "Reusable low-error compressive sampling schemes through privacy," Proceedings of IEEE Statistical Signal Processing Workshop, 2012.
• X. Kong, P. Petre, R. Matic, A. Gilbert, and M. Strauss, "An analog-to-information converter for wideband signals using a time encoding machine," 2011 IEEE Digital Signal Processing Workshop and IEEE Signal Processing Education Workshop (DSP/SPE), pp. 414–419, Jan. 2011.
• Daehyun Yoon, J. A. Fessler, Anna C. Gilbert, Douglas C. Noll, "Simultaneous signal loss correction from B1 and B0 field inhomogeneity in BOLD fMRI with parallel excitation," ISMRM Workshop on Parallel MRI, 2009.
• Praveen K. Yenduri and Anna C. Gilbert, "Continuous Fast Fourier Sampling," Proc. of Sampling Theory and Applications (SampTA), 2009.
• R. Maleh, A. C. Gilbert, "Multichannel image estimation via simultaneous orthogonal matching pursuit," Proc. of Statistical Signal Processing Workshop 2007, 2007.
• J. Laska, S. Kirolos, Y. Massoud, R. Baraniuk, A. Gilbert, M. Iwen, and M. Strauss, "Random sampling for analog-to-information conversion of wideband signals," Fifth IEEE Dallas Circuits and Systems Workshop, October 2006.
• A. C. Gilbert, M. J. Strauss, J. A. Tropp, and R. Vershynin, "Sublinear approximation of compressible signals," invited paper, special session on "Compressive Sensing," Proceedings of SPIE Intelligent Integrated Microsystems, Orlando, April 2006.
• A. C. Gilbert and K. Levchenko, "Compressing network graphs," Proceedings of the LinkKDD workshop at the 10th ACM Conference on KDD, August 2004.
• J. Fong, A. Gilbert, S. Kannan, and M. Strauss, "Better alternatives to OSPF routing," Proc. of Workshop on Approximation and Randomized Algorithms in Communication Networks (ARACNE), 2001.
• M. Gupta and A. Gilbert, "Robust speech recognition using wavelet coefficient features," Proc. of IEEE Automatic Speech Recognition and Understanding Workshop, Italy, 2001.
• S. Seuret and A. Gilbert, "Pointwise Hölder exponent estimation in data network traffic," International Teletraffic Congress Workshop, Monterey, CA, 2000.
• A. C. Gilbert, Y. Joo, and N. McKeown, "Congestion control and periodic behavior," Proc. of IEEE LANMAN Workshop, Boulder, CO, 2001.

Book chapters

• Anna C. Gilbert, "Dynamics of congestion control," in Complex Dynamics in Communication Networks, G. Vattay and L. Kocarev, eds., Springer-Verlag, 2005.
• A. C. Gilbert, "Multiresolution homogenization schemes for differential equations and applications," in Topics in analysis and its applications: Selected theses, Ronald Coifman, ed., World Scientific, 2000.
• I. C. Daubechies and A. C. Gilbert, "Harmonic analysis, wavelets, and applications," in Hyperbolic Equations and Frequency Interactions, Luis Cafarelli and Weinan E, eds., IAS/Park City Mathematics Series, vol. 5, 1998.